{
  "cards": [
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：onsemi 销售功率半导体、模拟器件和图像传感器，重点服务汽车、工业自动化、能源基础设施和电动车应用。行业地位：汽车和工业功率半导体重要供应商，股价常受电动车需求、工业周期和碳化硅产能利用率影响。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-06-25",
      "evidence_summary": "ON moved -19.3% in the latest session, -18.4% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1269.",
      "facts": [
        {
          "claim": "ON moved -19.3% in the latest session, -18.4% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0210",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-25",
          "source_id": "E1269",
          "timestamp": "2026-06-25T16:55:15+00:00"
        },
        {
          "claim": "B. Riley Adjusts Price Target on ON Semiconductor to $135 From $118, Maintains Buy Rating",
          "source_id": "E1270",
          "timestamp": "2026-06-26T11:49:09+00:00"
        },
        {
          "claim": "ON Semiconductor to acquire Synaptics in $7 billion deal",
          "source_id": "E1271",
          "timestamp": "2026-06-26T11:26:42+00:00"
        },
        {
          "claim": "ON Semiconductor Pivots Away From Data Center Focus in Synaptics Deal, Truist Securities Says",
          "source_id": "E1272",
          "timestamp": "2026-06-26T11:17:53+00:00"
        },
        {
          "claim": "Susquehanna Adjusts Price Target on ON Semiconductor to $140 From $120, Maintains Positive Rating",
          "source_id": "E1273",
          "timestamp": "2026-06-26T10:58:40+00:00"
        },
        {
          "claim": "ON fundamentals snapshot: PE 81.11; market cap/assets $46.53B; revenue scale $6.06B; revenue QoQ -1.10%; revenue YoY -9.04%; gross margin 38.53%; net margin -2.21%; ROIC 5.47%; engine score health 38.48 / valuation 60.00.",
          "source_id": "E2044",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "38.53%",
        "health_score": "38.48",
        "market_cap": "$46.53B",
        "name": "ON Semiconductor Corporation",
        "net_margin": "-2.21%",
        "pe_ratio": "81.11",
        "revenue_growth_qoq": "-1.10%",
        "revenue_growth_yoy": "-9.04%",
        "revenue_scale": "$6.06B",
        "roic": "5.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "ON",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -18.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 118.74 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "ON",
        "timestamp": "2026-06-26T13:41:43+00:00",
        "price": 95.245,
        "previous_close": 118.74,
        "change": -23.49499999999999,
        "change_pct": -0.19786929425635835,
        "change_5d_pct": -0.21686402031694796,
        "change_20d_pct": -0.23046778231179965,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ON?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 65,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0210",
        "E1269",
        "E1270",
        "E1271",
        "E1272",
        "E1273",
        "E2044"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "ON",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：美光设计并制造 DRAM、NAND、NOR、SSD、移动存储、图形显存、车规存储和 HBM 产品，客户包括云数据中心、AI 服务器厂商、PC 与手机厂商、汽车电子、工业和消费电子公司。收入来自存储芯片和模组销售，关键资产包括先进制程存储技术、晶圆厂产能、HBM 封装能力、客户认证和库存管理。行业地位：美光是全球三大 DRAM 供应商之一，也是 AI 服务器 HBM 需求的重要受益者。经营与股价高度受存储价格周期影响，关键变量包括 DRAM/NAND 供需、HBM 份额和良率、AI 服务器订单、PC/手机复苏、库存水平、资本开支纪律、中国市场限制和同业扩产节奏。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-06-24",
      "evidence_summary": "MU moved -6.2% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0652.",
      "facts": [
        {
          "claim": "MU moved -6.2% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0022",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-24",
          "source_id": "E0652",
          "timestamp": "2026-06-24T20:02:01+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-05-28",
          "source_id": "E0653",
          "timestamp": "2026-06-24T18:59:46+00:00"
        },
        {
          "claim": "Micron Offers `Unprecedented Forward Visibility' as Deals Expected to Generate $100 Billon in Revenue",
          "source_id": "E0654",
          "timestamp": "2026-06-26T13:08:20+00:00"
        },
        {
          "claim": "Micron, SanDisk, and Western Digital Fall 7% as Memory Rally Cools",
          "source_id": "E0655",
          "timestamp": "2026-06-26T13:29:32+00:00"
        },
        {
          "claim": "Stock Market Today: Nasdaq Futures Slide Amid Global Tech Sell-Off; Micron, Nvidia, Sandisk Fall (Live Coverage)",
          "source_id": "E0656",
          "timestamp": "2026-06-26T12:58:52+00:00"
        },
        {
          "claim": "Micron Stock Drops After Memory Rivals SK Hynix, Samsung Sink KOSPI Index",
          "source_id": "E0657",
          "timestamp": "2026-06-26T12:18:00+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 27.15; market cap/assets $1.37T; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.13%; ROIC 44.27%; engine score health 73.33 / valuation 93.33.",
          "source_id": "E2045",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Micron Technology, Inc. designs, develops, manufactures, and sells memory and storage products in the United States, Taiwan, Japan, Mainland China, Hong Kong, Europe, and internationally. It operates through the Cloud Memory Business Unit; Core Data Center Business Unit; Mobile...",
        "gross_margin": "84.56%",
        "health_score": "73.33",
        "market_cap": "$1.37T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "27.15",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "93.33"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -5.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1213.56 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "MU",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 1138.7,
        "previous_close": 1213.56,
        "change": -74.8599999999999,
        "change_pct": -0.06168627838755392,
        "change_5d_pct": 0.0041534844277166805,
        "change_20d_pct": 0.23299980067348058,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MU?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 61,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 7
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0022",
        "E0652",
        "E0653",
        "E0654",
        "E0655",
        "E0656",
        "E0657",
        "E2045"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "MU",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：西部数据生产 HDD、NAND 闪存、SSD、存储卡、U 盘、嵌入式闪存和外置存储设备，服务云数据中心、企业服务器、PC、游戏主机、智能手机、工业设备和消费电子渠道。收入来自硬盘出货、闪存产品、企业 SSD、品牌零售存储和 OEM 客户采购，关键客户包括云服务商、设备制造商、企业 IT 部门和零售渠道。行业地位：西部数据在 HDD 和 NAND 闪存两条存储链上都有重要地位，业务表现高度受存储周期影响。影响经营和股价的变量包括 NAND 价格周期、云客户近线硬盘需求、AI 数据中心存储扩张、库存去化、技术节点转换、与铠侠相关的产业结构变化、资本开支纪律以及 HDD 和 SSD 的替代关系。",
      "core_catalyst": "SEC 4 filing: 4 2026-06-17",
      "evidence_summary": "WDC moved -8.4% in the latest session, -7.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0818.",
      "facts": [
        {
          "claim": "WDC moved -8.4% in the latest session, -7.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0067",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-17",
          "source_id": "E0818",
          "timestamp": "2026-06-23T01:16:56+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-17",
          "source_id": "E0819",
          "timestamp": "2026-06-23T01:16:48+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-17",
          "source_id": "E0820",
          "timestamp": "2026-06-23T01:16:42+00:00"
        },
        {
          "claim": "Micron, SanDisk, and Western Digital Fall 7% as Memory Rally Cools",
          "source_id": "E0821",
          "timestamp": "2026-06-26T13:29:32+00:00"
        },
        {
          "claim": "WDC fundamentals snapshot: PE 35.92; market cap/assets $233.01B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 61.19 / valuation 28.57.",
          "source_id": "E2046",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "health_score": "61.19",
        "market_cap": "$233.01B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "35.92",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -7.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 675.39 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "WDC",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 620.41,
        "previous_close": 675.39,
        "change": -54.98000000000002,
        "change_pct": -0.08140481795703225,
        "change_5d_pct": -0.1686075121100271,
        "change_20d_pct": 0.16798450347259686,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/WDC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0067",
        "E0818",
        "E0819",
        "E0820",
        "E0821",
        "E2046"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "WDC",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Lumentum Holdings主要经营光通信器件、激光器和光子产品，服务数据中心、通信和工业客户。行业地位：Lumentum Holdings是通信设备赛道的核心公司，可比/竞争公司包括Motorola Solutions、Nokia Oyj、Ubiquiti、Telefonaktiebolaget LM Ericsson (publ)。关键变量主要是运营商资本开支、数据中心互联、AI网络需求、库存周期、价格竞争和地缘供应链。",
      "core_catalyst": "Why Lumentum’s (LITE) AI Optics Exposure Keeps Needham Bullish Despite Valuation Risk",
      "evidence_summary": "LITE moved -8.7% in the latest session, -7.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1054.",
      "facts": [
        {
          "claim": "LITE moved -8.7% in the latest session, -7.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0138",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Why Lumentum’s (LITE) AI Optics Exposure Keeps Needham Bullish Despite Valuation Risk",
          "source_id": "E1054",
          "timestamp": "2026-06-24T18:52:54+00:00"
        },
        {
          "claim": "Is Lumentum (LITE) Turning Its AI Optics Backlog Into a Durable Data Center Edge?",
          "source_id": "E1055",
          "timestamp": "2026-06-24T00:19:35+00:00"
        },
        {
          "claim": "Lumentum (LITE) Stock After Strong Multi‑Year Run Is There Still Upside Potential",
          "source_id": "E1056",
          "timestamp": "2026-06-23T23:13:34+00:00"
        },
        {
          "claim": "Applied Optoelectronics Plunges 13%, Coherent Drops 9%, Lumentum Falls 8%: Has an Optics Valuation Reckoning Begun?",
          "source_id": "E1057",
          "timestamp": "2026-06-23T18:08:20+00:00"
        },
        {
          "claim": "LITE fundamentals snapshot: PE 140.49; market cap/assets $61.80B; revenue scale $2.49B; revenue QoQ 21.47%; revenue YoY 68.98%; gross margin 44.16%; net margin 17.84%; ROIC 3.37%; engine score health 55.00 / valuation 20.00.",
          "source_id": "E2047",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It operates through two segments, Cloud & Networking and Industrial Tech. The Cloud & Networking segment offers optical and photoni...",
        "gross_margin": "44.16%",
        "health_score": "55.00",
        "market_cap": "$61.80B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "17.84%",
        "pe_ratio": "140.49",
        "revenue_growth_qoq": "21.47%",
        "revenue_growth_yoy": "68.98%",
        "revenue_scale": "$2.49B",
        "roic": "3.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "20.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 861.97 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "LITE",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 785.79,
        "previous_close": 861.97,
        "change": -76.18000000000006,
        "change_pct": -0.08837894590298978,
        "change_5d_pct": -0.07554117647058822,
        "change_20d_pct": -0.0869489386044281,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LITE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0138",
        "E1054",
        "E1055",
        "E1056",
        "E1057",
        "E2047"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "LITE",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：应用光电开发和生产光通信部件与模块，产品卖给云数据中心客户、网络设备厂商以及有线宽带运营链条上的设备采购方。收入主要来自高速收发模块、激光器件、接收组件和接入网设备出货。关键产品集中在面向数据中心互连的高速光模块，以及面向 CATV、FTTH 和宽带传输的光发射与接收方案。行业地位：应用光电在特定高速光模块和垂直整合制造上有辨识度，经营起伏往往跟少数大客户拉货节奏、代际切换和良率表现直接相关。竞争来自中际旭创、Coherent、Lumentum、Innolight 等光通信厂商，关键变量包括超大规模云厂商资本开支、800G 及更高速产品导入、产能爬坡、器件成本和客户集中度。",
      "core_catalyst": "Applied Optoelectronics (AAOI) Lands Mediacom DOCSIS 4.0 Role And Expands AI Capacity",
      "evidence_summary": "AAOI moved -7.8% in the latest session, -6.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1678.",
      "facts": [
        {
          "claim": "AAOI moved -7.8% in the latest session, -6.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0398",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Applied Optoelectronics (AAOI) Lands Mediacom DOCSIS 4.0 Role And Expands AI Capacity",
          "source_id": "E1678",
          "timestamp": "2026-06-26T07:08:12+00:00"
        },
        {
          "claim": "Applied Optoelectronics (AAOI) Rallied on Robust Results and Winning Major Orders",
          "source_id": "E1679",
          "timestamp": "2026-06-25T14:20:23+00:00"
        },
        {
          "claim": "Why Applied Optoelectronics’ (AAOI) Mediacom Work Points to Broader Bandwidth Upgrade Demand",
          "source_id": "E1680",
          "timestamp": "2026-06-24T18:53:42+00:00"
        },
        {
          "claim": "Applied Optoelectronics Plunges 13%, Coherent Drops 9%, Lumentum Falls 8%: Has an Optics Valuation Reckoning Begun?",
          "source_id": "E1681",
          "timestamp": "2026-06-23T18:08:20+00:00"
        },
        {
          "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $14.25B; revenue scale $506.99M; revenue QoQ +12.6%; revenue YoY 51.36%; gross margin 29.06%; net margin -9.45%; ROIC -1.95%.",
          "source_id": "E2048",
          "timestamp": "2026-06-26T13:41:23.073870+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Applied Optoelectronics, Inc. engages in the design, manufacture, and sale of fiber-optic networking products in the United States, Taiwan, and China. The company offers optical modules, optical filters, lasers, laser components, subassemblies, transmitters and transceivers, tur...",
        "gross_margin": "29.06%",
        "health_score": null,
        "market_cap": "$14.25B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": "-9.45%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+12.6%",
        "revenue_growth_yoy": "51.36%",
        "revenue_scale": "$506.99M",
        "roic": "-1.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/",
        "ticker": "AAOI",
        "timestamp": "2026-06-26T13:41:23.073870+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 138.54 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AAOI",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 128.0,
        "previous_close": 138.54,
        "change": -10.539999999999992,
        "change_pct": -0.07607911072614404,
        "change_5d_pct": -0.209144299209145,
        "change_20d_pct": -0.24269319154871472,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AAOI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0398",
        "E1678",
        "E1679",
        "E1680",
        "E1681",
        "E2048"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "AAOI",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：希捷设计和销售硬盘、存储子系统和相关数据存储解决方案，重点服务云数据中心、企业服务器、视频监控、NAS、外置硬盘和边缘设备场景。收入来自大容量 HDD 出货、企业存储产品、渠道分销和 OEM 客户采购，关键客户包括云服务商、服务器厂商、企业 IT 买家和消费电子渠道。行业地位：希捷与西部数据共同主导全球 HDD 市场，竞争焦点集中在近线大容量硬盘。影响经营和股价的变量包括云厂商资本开支、AI 与数据增长带来的大容量存储需求、HAMR 等新技术量产、单位容量成本、库存周期、价格纪律、NAND 替代压力以及少数大客户采购节奏。",
      "core_catalyst": "Western Digital Stock And Seagate Get Boost From Big Micron Earnings Beat",
      "evidence_summary": "STX moved -6.6% in the latest session, -5.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0804.",
      "facts": [
        {
          "claim": "STX moved -6.6% in the latest session, -5.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0063",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Western Digital Stock And Seagate Get Boost From Big Micron Earnings Beat",
          "source_id": "E0804",
          "timestamp": "2026-06-25T21:03:11+00:00"
        },
        {
          "claim": "WDC, STX, SNDK, INTC, AMD: Chip Stocks Rally After Micron's Stellar Q3 Earnings",
          "source_id": "E0805",
          "timestamp": "2026-06-25T02:43:35+00:00"
        },
        {
          "claim": "STX fundamentals snapshot: PE 96.76; market cap/assets $230.10B; revenue scale $11.01B; revenue QoQ 10.16%; revenue YoY 28.92%; gross margin 46.50%; net margin 24.04%; ROIC 35.08%; engine score health 73.33 / valuation 14.29.",
          "source_id": "E2049",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Seagate Technology Holdings plc engages in the provision of data storage technology and infrastructure solutions in Singapore, the United States, the Netherlands, and internationally. The company offers mass capacity storage products, including enterprise nearline hard disk driv...",
        "gross_margin": "46.50%",
        "health_score": "73.33",
        "market_cap": "$230.10B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "96.76",
        "revenue_growth_qoq": "10.16%",
        "revenue_growth_yoy": "28.92%",
        "revenue_scale": "$11.01B",
        "roic": "35.08%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1025.36 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "STX",
        "timestamp": "2026-06-26T13:41:40+00:00",
        "price": 961.63,
        "previous_close": 1025.36,
        "change": -63.729999999999905,
        "change_pct": -0.06215378013575712,
        "change_5d_pct": -0.10147349864109045,
        "change_20d_pct": 0.09186805339758597,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/STX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0063",
        "E0804",
        "E0805",
        "E2049"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "STX",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：ServiceNow主要提供企业工作流自动化平台，覆盖IT服务、人力、客户服务、安全和行业流程。行业地位：ServiceNow是应用软件赛道的核心公司，可比/竞争公司包括Shopify、Strategy、Datadog、Snowflake。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Oppenheimer Reaffirms Bullish Outlook on ServiceNow (NOW) Amid AI Growth and Cognizant Partnership",
      "evidence_summary": "NOW moved +5.6% in the latest session, +6.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0937.",
      "facts": [
        {
          "claim": "NOW moved +5.6% in the latest session, +6.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0101",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Oppenheimer Reaffirms Bullish Outlook on ServiceNow (NOW) Amid AI Growth and Cognizant Partnership",
          "source_id": "E0937",
          "timestamp": "2026-06-26T11:11:06+00:00"
        },
        {
          "claim": "Salesforce vs. ServiceNow: What Do Their Revenue Trends Tell Investors?",
          "source_id": "E0938",
          "timestamp": "2026-06-25T12:52:01+00:00"
        },
        {
          "claim": "ServiceNow: An Excellent Business Trading at a Discount",
          "source_id": "E0939",
          "timestamp": "2026-06-25T15:05:00+00:00"
        },
        {
          "claim": "NOW fundamentals snapshot: PE 52.55; market cap/assets $92.32B; revenue scale $13.96B; revenue QoQ 5.66%; revenue YoY 21.72%; gross margin 75.07%; net margin 12.44%; ROIC 7.69%; engine score health 59.09 / valuation 33.33.",
          "source_id": "E2050",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "ServiceNow, Inc. provides cloud-based solution for digital workflows in the North America, Europe, the Middle East and Africa, Asia Pacific, and internationally. The company provides asset management, integrated risk management, IT service management, Operational Technology mana...",
        "gross_margin": "75.07%",
        "health_score": "59.09",
        "market_cap": "$92.32B",
        "name": "ServiceNow, Inc.",
        "net_margin": "12.44%",
        "pe_ratio": "52.55",
        "revenue_growth_qoq": "5.66%",
        "revenue_growth_yoy": "21.72%",
        "revenue_scale": "$13.96B",
        "roic": "7.69%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/",
        "ticker": "NOW",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 89.52 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "NOW",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 94.7,
        "previous_close": 89.53,
        "change": 5.170000000000002,
        "change_pct": 0.05774600692505305,
        "change_5d_pct": -0.0035774506760530844,
        "change_20d_pct": -0.12903525175913566,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NOW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0101",
        "E0937",
        "E0938",
        "E0939",
        "E2050"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "NOW",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：应用材料向晶圆厂销售薄膜沉积、刻蚀、离子注入、热处理、化学机械抛光、计量检测和过程控制设备，并提供备件、维护、工艺优化、软件和产线升级服务。客户包括逻辑、晶圆代工、DRAM、NAND、先进封装和显示面板制造商，收入受新建晶圆厂投资、制程转换和装机基础服务需求驱动。行业地位：公司是全球半导体设备龙头之一，在材料工程环节覆盖面广，装机基础带来高粘性的服务收入。真正影响经营和股价的是晶圆厂资本开支周期、AI和HBM带来的先进制程投资、存储行业复苏、对华出口管制、客户集中度、先进封装渗透、毛利率和供应链交付能力。",
      "core_catalyst": "B. Riley Adjusts Price Target on Applied Materials to $790 From $550, Maintains Buy Rating",
      "evidence_summary": "AMAT moved -5.8% in the latest session, -5.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0703.",
      "facts": [
        {
          "claim": "AMAT moved -5.8% in the latest session, -5.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0035",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "B. Riley Adjusts Price Target on Applied Materials to $790 From $550, Maintains Buy Rating",
          "source_id": "E0703",
          "timestamp": "2026-06-26T12:07:50+00:00"
        },
        {
          "claim": "Wells Fargo Adjusts Price Target on Applied Materials to $740 From $715, Maintains Overweight Rating",
          "source_id": "E0704",
          "timestamp": "2026-06-26T09:37:37+00:00"
        },
        {
          "claim": "Evercore ISI Adjusts Price Target on Applied Materials to $700 From $515, Maintains Outperform Rating",
          "source_id": "E0705",
          "timestamp": "2026-06-26T09:37:29+00:00"
        },
        {
          "claim": "Jefferies Adjusts Price Target on Applied Materials to $770 From $510, Maintains Buy Rating",
          "source_id": "E0706",
          "timestamp": "2026-06-26T09:37:22+00:00"
        },
        {
          "claim": "AMAT fundamentals snapshot: PE 62.83; market cap/assets $499.40B; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%; engine score health 73.00 / valuation n/a.",
          "source_id": "E2051",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Applied Materials, Inc. provides materials engineering solutions, equipment, services, and software to the semiconductor and related industries in the United States, China, Korea, Taiwan, Japan, Southeast Asia, Europe, and internationally. The company operates through Semiconduc...",
        "gross_margin": "49.90%",
        "health_score": "73.00",
        "market_cap": "$499.40B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "62.83",
        "revenue_growth_qoq": "12.81%",
        "revenue_growth_yoy": "3.33%",
        "revenue_scale": "$29.02B",
        "roic": "21.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 668.00 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AMAT",
        "timestamp": "2026-06-26T13:41:40+00:00",
        "price": 627.31,
        "previous_close": 668.0,
        "change": -40.690000000000055,
        "change_pct": -0.06091317365269466,
        "change_5d_pct": 0.01652868190526302,
        "change_20d_pct": 0.3950142550644671,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0035",
        "E0703",
        "E0704",
        "E0705",
        "E0706",
        "E2051"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "AMAT",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Corning主要经营显示玻璃、光通信、特殊材料、环境科技和生命科学玻璃产品。行业地位：Corning是硬件设备与零部件赛道的超核心公司，可比/竞争公司包括Keysight Technologies、TE Connectivity、Coherent、Celestica。关键变量主要是AI和通信需求、工业资本开支、订单周期、客户认证、库存去化和毛利率。",
      "core_catalyst": "Corning (GLW) Lands Amazon Fiber Deal As AI Data Center Demand Builds",
      "evidence_summary": "GLW moved -5.1% in the latest session, -4.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0858.",
      "facts": [
        {
          "claim": "GLW moved -5.1% in the latest session, -4.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0079",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Corning (GLW) Lands Amazon Fiber Deal As AI Data Center Demand Builds",
          "source_id": "E0858",
          "timestamp": "2026-06-25T05:06:33+00:00"
        },
        {
          "claim": "How Corning’s (GLW) Amazon Agreement Turns AI Data-Center Fiber Demand Into Domestic Capacity Expansion",
          "source_id": "E0859",
          "timestamp": "2026-06-24T18:53:13+00:00"
        },
        {
          "claim": "Corning (GLW) Soars 10.8%: Is Further Upside Left in the Stock?",
          "source_id": "E0860",
          "timestamp": "2026-06-26T12:01:00+00:00"
        },
        {
          "claim": "Why Did UAL, GLW, ABSI Stocks Surge To 52-Week Highs Today?",
          "source_id": "E0861",
          "timestamp": "2026-06-25T03:24:38+00:00"
        },
        {
          "claim": "GLW fundamentals snapshot: PE 108.42; market cap/assets $196.23B; revenue scale $16.32B; revenue QoQ -1.68%; revenue YoY 20.05%; gross margin 36.87%; net margin 8.95%; ROIC 8.00%; engine score health 60.00 / valuation 28.57.",
          "source_id": "E2052",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Corning Incorporated operates in optical communications, display, specialty materials, automotive, and life sciences businesses in the United States, Canada, Mexico, Japan, Taiwan, China, South Korea, Germany, and internationally. The company provides optical fibers and cables;...",
        "gross_margin": "36.87%",
        "health_score": "60.00",
        "market_cap": "$196.23B",
        "name": "Corning Incorporated",
        "net_margin": "8.95%",
        "pe_ratio": "108.42",
        "revenue_growth_qoq": "-1.68%",
        "revenue_growth_yoy": "20.05%",
        "revenue_scale": "$16.32B",
        "roic": "8.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/",
        "ticker": "GLW",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 228.01 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "GLW",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 215.62,
        "previous_close": 228.135,
        "change": -12.514999999999986,
        "change_pct": -0.054857869244087865,
        "change_5d_pct": 0.1061974247153088,
        "change_20d_pct": 0.17844454588986758,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GLW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 11,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0079",
        "E0858",
        "E0859",
        "E0860",
        "E0861",
        "E2052"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "GLW",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：Incyte主要经营创新药物、抗体、mRNA、基因/细胞疗法或生物科研工具，收入来自药品销售、研发合作或授权。行业地位：Incyte是生物科技赛道的重要参与者，可比/竞争公司包括Vertex Pharmaceuticals、Revolution Medicines、Insmed、United Therapeutics。关键变量主要是临床数据、监管审批、管线进展、商业化放量、专利周期和研发费用。",
      "core_catalyst": "UBS Adjusts Price Target on Incyte to $113 From $103, Maintains Neutral Rating",
      "evidence_summary": "INCY moved +7.2% in the latest session, +8.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1557.",
      "facts": [
        {
          "claim": "INCY moved +7.2% in the latest session, +8.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0334",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "UBS Adjusts Price Target on Incyte to $113 From $103, Maintains Neutral Rating",
          "source_id": "E1557",
          "timestamp": "2026-06-26T12:48:19+00:00"
        },
        {
          "claim": "Incyte's Opzelura Advances Toward EU Approval for Atopic Dermatitis",
          "source_id": "E1558",
          "timestamp": "2026-06-26T11:55:47+00:00"
        },
        {
          "claim": "UBS Adjusts Price Target on Incyte to $113 From $103",
          "source_id": "E1559",
          "timestamp": "2026-06-25T15:51:08+00:00"
        },
        {
          "claim": "Incyte Announces Positive CHMP Opinion for Opzelura® (ruxolitinib) Cream for the Treatment of Adults with Moderate Atopic Dermatitis",
          "source_id": "E1560",
          "timestamp": "2026-06-26T11:30:00+00:00"
        },
        {
          "claim": "INCY fundamentals snapshot: PE 15.02; market cap/assets $21.50B; revenue scale $5.36B; revenue QoQ -15.54%; revenue YoY 21.48%; gross margin 91.79%; net margin 23.83%; ROIC 19.76%; engine score health 86.67 / valuation 60.00.",
          "source_id": "E2053",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Incyte Corporation, a biopharmaceutical company, engages in the discovery, development, and commercialization of therapeutics in the United States, Europe, Canada, and Japan. The company offers JAKAFI for the treatment of myelofibrosis (MF), polycythemia vera, and steroid-refrac...",
        "gross_margin": "91.79%",
        "health_score": "86.67",
        "market_cap": "$21.50B",
        "name": "Incyte Corporation",
        "net_margin": "23.83%",
        "pe_ratio": "15.02",
        "revenue_growth_qoq": "-15.54%",
        "revenue_growth_yoy": "21.48%",
        "revenue_scale": "$5.36B",
        "roic": "19.76%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/incy/",
        "ticker": "INCY",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +8.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 107.53 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "INCY",
        "timestamp": "2026-06-26T13:41:33+00:00",
        "price": 114.26,
        "previous_close": 107.53,
        "change": 6.730000000000004,
        "change_pct": 0.06258718497163596,
        "change_5d_pct": 0.16330684768832926,
        "change_20d_pct": 0.1718974358974359,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/INCY?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 2,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0334",
        "E1557",
        "E1558",
        "E1559",
        "E1560",
        "E2053"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "INCY",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：礼来研发和销售 Mounjaro、Zepbound、Trulicity、Jardiance、Humalog、Verzenio、Taltz、Olumiant、Emgality、Kisunla 等药物，覆盖代谢病、肥胖、糖尿病、肿瘤、免疫、神经科学和罕见病。收入来自处方药销售、渠道供货、医保和商业保险支付，关键资产包括 GLP-1/GIP 药物管线、生产灌装产能、临床数据、专利组合和医生处方网络。行业地位：礼来在全球代谢病和肥胖药物市场处于领先位置，GLP-1/GIP 需求是公司最重要的经营变量。关键变量包括 Mounjaro 和 Zepbound 产能扩张、支付方报销、竞争药物疗效和给药便利性、监管安全信号、专利保护、适应症扩展、管线临床结果和药价政策。",
      "core_catalyst": "Lilly Says European Regulator Issues Positive Opinion for Jaypirca to Treat Chronic Lymphocytic Leukemia",
      "evidence_summary": "LLY moved +2.7% in the latest session, +3.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0648.",
      "facts": [
        {
          "claim": "LLY moved +2.7% in the latest session, +3.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0021",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Lilly Says European Regulator Issues Positive Opinion for Jaypirca to Treat Chronic Lymphocytic Leukemia",
          "source_id": "E0648",
          "timestamp": "2026-06-26T12:03:30+00:00"
        },
        {
          "claim": "Lilly's Jaypirca (pirtobrutinib) recommended by CHMP for approval in the European Union for adults with chronic lymphocytic leukemia (CLL) across all lines of therapy",
          "source_id": "E0649",
          "timestamp": "2026-06-26T11:16:00+00:00"
        },
        {
          "claim": "Eli Lilly (LLY) Acquires Centessa Pharmaceuticals to Advance Orexin Receptor 2 Agonists",
          "source_id": "E0650",
          "timestamp": "2026-06-26T08:06:40+00:00"
        },
        {
          "claim": "Lilly-backed Absci banks $100m to progress endometriosis, hair loss therapy",
          "source_id": "E0651",
          "timestamp": "2026-06-26T10:27:16+00:00"
        },
        {
          "claim": "LLY fundamentals snapshot: PE 42.02; market cap/assets $1.06T; revenue scale $72.25B; revenue QoQ 2.63%; revenue YoY 47.44%; gross margin 81.93%; net margin 37.36%; ROIC 28.43%; engine score health 83.75 / valuation 12.50.",
          "source_id": "E2054",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Eli Lilly and Company discovers, develops, manufactures, and markets human pharmaceutical products in the United States, Europe, China, Japan, and internationally. The company offers cardiometabolic health products, including Basaglar, Humalog, Humalog Mix 75/25, Humalog U-100,...",
        "gross_margin": "81.93%",
        "health_score": "83.75",
        "market_cap": "$1.06T",
        "name": "Eli Lilly and Company",
        "net_margin": "37.36%",
        "pe_ratio": "42.02",
        "revenue_growth_qoq": "2.63%",
        "revenue_growth_yoy": "47.44%",
        "revenue_scale": "$72.25B",
        "roic": "28.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lly/",
        "ticker": "LLY",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "12.50"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1127.69 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "LLY",
        "timestamp": "2026-06-26T13:41:37+00:00",
        "price": 1164.545,
        "previous_close": 1129.9,
        "change": 34.64499999999998,
        "change_pct": 0.03066200548721132,
        "change_5d_pct": 0.06005539650324443,
        "change_20d_pct": 0.033497470301967036,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LLY?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "near_local_high",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_mna",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 50,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0021",
        "E0648",
        "E0649",
        "E0650",
        "E0651",
        "E2054"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "LLY",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Cisco 向企业、运营商和公共部门销售交换机、路由器、无线网络、安全、协作软件和相关服务。行业地位：全球企业网络设备龙头之一，业务从硬件装机向软件订阅、安全和可观测性扩展。",
      "core_catalyst": "Q1 Earnings Roundup: Cisco (NASDAQ:CSCO) And The Rest Of The IT Services & Other Tech Segment",
      "evidence_summary": "CSCO moved -3.0% in the latest session, -2.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0680.",
      "facts": [
        {
          "claim": "CSCO moved -3.0% in the latest session, -2.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0030",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Q1 Earnings Roundup: Cisco (NASDAQ:CSCO) And The Rest Of The IT Services & Other Tech Segment",
          "source_id": "E0680",
          "timestamp": "2026-06-26T12:32:25+00:00"
        },
        {
          "claim": "KeyBanc Adjusts Price Target on Cisco Systems to $130 From $125, Maintains Overweight Rating",
          "source_id": "E0681",
          "timestamp": "2026-06-25T09:52:06+00:00"
        },
        {
          "claim": "Cisco (CSCO) Stock Sees Modest Fair Value Lift After AI Networking Target Raises",
          "source_id": "E0682",
          "timestamp": "2026-06-25T21:09:24+00:00"
        },
        {
          "claim": "Cisco Systems (CSCO) Dips More Than Broader Market: What You Should Know",
          "source_id": "E0683",
          "timestamp": "2026-06-24T21:45:05+00:00"
        },
        {
          "claim": "CSCO fundamentals snapshot: PE 39.20; market cap/assets $468.74B; revenue scale $60.75B; revenue QoQ 3.21%; revenue YoY 9.21%; gross margin 63.63%; net margin 21.29%; ROIC 11.30%; engine score health 66.67 / valuation 60.00.",
          "source_id": "E2055",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Cisco Systems, Inc. designs, develops, and sells technologies that help to power, secure, and draw insights from the internet in the Americas, Europe, the Middle East, Africa, the Asia Pacific, Japan, and China. The company offers data center switching; network security, identit...",
        "gross_margin": "63.63%",
        "health_score": "66.67",
        "market_cap": "$468.74B",
        "name": "Cisco Systems, Inc.",
        "net_margin": "21.29%",
        "pe_ratio": "39.20",
        "revenue_growth_qoq": "3.21%",
        "revenue_growth_yoy": "9.21%",
        "revenue_scale": "$60.75B",
        "roic": "11.30%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/csco/",
        "ticker": "CSCO",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 118.97 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CSCO",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 115.398,
        "previous_close": 118.97,
        "change": -3.5720000000000027,
        "change_pct": -0.030024375893082267,
        "change_5d_pct": -0.034649497103938276,
        "change_20d_pct": -0.02732636047140191,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CSCO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0030",
        "E0680",
        "E0681",
        "E0682",
        "E0683",
        "E2055"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "CSCO",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Nova主要经营芯片设计、晶圆代工、模拟/功率器件、射频、存储接口、半导体设备或材料。行业地位：Nova是半导体赛道的重要参与者，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、Teradyne。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Nova Insider Sold Shares Worth $456,299, According to a Recent SEC Filing",
      "evidence_summary": "NVMI moved -6.4% in the latest session, -5.5% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1648.",
      "facts": [
        {
          "claim": "NVMI moved -6.4% in the latest session, -5.5% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0372",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Nova Insider Sold Shares Worth $456,299, According to a Recent SEC Filing",
          "source_id": "E1648",
          "timestamp": "2026-06-24T18:43:54+00:00"
        },
        {
          "claim": "Nova Insider Sold Shares Worth $749,748, According to a Recent SEC Filing",
          "source_id": "E1649",
          "timestamp": "2026-06-24T18:38:27+00:00"
        },
        {
          "claim": "KLA Corporation, onsemi, and Nova Shares Are Falling, What You Need To Know",
          "source_id": "E1650",
          "timestamp": "2026-06-23T19:44:46+00:00"
        },
        {
          "claim": "NVMI fundamentals snapshot: PE 67.03; market cap/assets $16.39B; revenue scale $902.53M; revenue QoQ +5.7%; revenue YoY 10.29%; gross margin 57.66%; net margin 29.43%; ROIC 4.25%.",
          "source_id": "E2056",
          "timestamp": "2026-06-26T13:41:26.709797+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nova Ltd. engages in the design, development, production, and sale of process control systems used in the manufacture of semiconductors in Taiwan, the United States, China, Korea, and internationally. The company’s product portfolio includes a set of metrology platforms for dime...",
        "gross_margin": "57.66%",
        "health_score": null,
        "market_cap": "$16.39B",
        "name": "Nova Ltd.",
        "net_margin": "29.43%",
        "pe_ratio": "67.03",
        "revenue_growth_qoq": "+5.7%",
        "revenue_growth_yoy": "10.29%",
        "revenue_scale": "$902.53M",
        "roic": "4.25%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvmi/",
        "ticker": "NVMI",
        "timestamp": "2026-06-26T13:41:26.709797+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 534.24 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "NVMI",
        "timestamp": "2026-06-26T13:41:38+00:00",
        "price": 499.38,
        "previous_close": 534.24,
        "change": -34.860000000000014,
        "change_pct": -0.06525157232704404,
        "change_5d_pct": -0.13198101524536865,
        "change_20d_pct": -0.01302448999901984,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NVMI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 48,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0372",
        "E1648",
        "E1649",
        "E1650",
        "E2056"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "NVMI",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：博通向云服务商、网络设备商、手机厂商、电信和企业客户提供以太网交换芯片、AI 定制加速器、光互连、无线射频、宽带接入、存储连接芯片，并通过 VMware、CA、Symantec Enterprise 等资产提供虚拟化、私有云、网络、安全和运维软件。收入来自芯片销售、长期供货协议、软件订阅和企业许可。行业地位：博通在高端网络芯片、定制 ASIC、无线射频和企业基础设施软件中具备强定价能力。关键变量包括超大云客户 AI ASIC 订单、以太网网络升级周期、苹果无线射频需求、VMware 续约与客户流失、软件利润率、半导体库存周期和并购整合执行。",
      "core_catalyst": "OpenAI, Broadcom (AVGO) Unveil “Jalapeño” AI Accelerator for Enhanced LLM Inference",
      "evidence_summary": "AVGO moved -3.2% in the latest session, -2.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0634.",
      "facts": [
        {
          "claim": "AVGO moved -3.2% in the latest session, -2.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0014",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "OpenAI, Broadcom (AVGO) Unveil “Jalapeño” AI Accelerator for Enhanced LLM Inference",
          "source_id": "E0634",
          "timestamp": "2026-06-26T08:06:07+00:00"
        },
        {
          "claim": "Broadcom, OpenAI deal hit as infrastructure costs take center stage",
          "source_id": "E0635",
          "timestamp": "2026-06-26T04:08:05+00:00"
        },
        {
          "claim": "Broadcom Stock Is Down More Than 22% From Its Peak and Worth a Closer Look",
          "source_id": "E0636",
          "timestamp": "2026-06-26T12:50:00+00:00"
        },
        {
          "claim": "AVGO fundamentals snapshot: PE 61.50; market cap/assets $1.80T; revenue scale $75.47B; revenue QoQ 14.89%; revenue YoY 32.29%; gross margin 67.24%; net margin 41.96%; ROIC 18.39%; engine score health 59.90 / valuation 60.00.",
          "source_id": "E2057",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Broadcom Inc. designs, develops, and supplies various semiconductor devices and infrastructure software solutions internationally. The company operates in two segments: Semiconductor Solutions and Infrastructure Software. The company offers networking connectivity, such as custo...",
        "gross_margin": "67.24%",
        "health_score": "59.90",
        "market_cap": "$1.80T",
        "name": "Broadcom Inc.",
        "net_margin": "41.96%",
        "pe_ratio": "61.50",
        "revenue_growth_qoq": "14.89%",
        "revenue_growth_yoy": "32.29%",
        "revenue_scale": "$75.47B",
        "roic": "18.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 378.91 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AVGO",
        "timestamp": "2026-06-26T13:41:40+00:00",
        "price": 366.2,
        "previous_close": 378.91,
        "change": -12.710000000000036,
        "change_pct": -0.033543585548019395,
        "change_5d_pct": -0.10976055775760385,
        "change_20d_pct": -0.14154434917925252,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AVGO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "breakdown_20d",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_contract_order",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 10,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 48,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0014",
        "E0634",
        "E0635",
        "E0636",
        "E2057"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "AVGO",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：阿斯麦向台积电、三星、英特尔、存储厂商和其他晶圆厂销售 EUV、High-NA EUV、DUV 光刻设备，并提供装机、维护、升级、备件、软件、量测和工艺优化服务。收入来自新设备销售、服务合同、升级包和成熟机型出货，关键资产包括极紫外光源、光学系统、精密运动控制、供应链协同和长期客户锁定。行业地位：阿斯麦在先进制程 EUV 光刻领域具备近乎不可替代的地位，是全球半导体扩产周期的关键瓶颈。影响经营与股价的变量包括先进制程资本开支、High-NA 导入节奏、客户订单和延期、出口管制、供应链交付能力、服务收入稳定性、存储复苏和中国 DUV 需求。",
      "core_catalyst": "ASML Holding N.V. (ASML) Is One Of Billionaire David Tepper’s Longest Held AI Stocks",
      "evidence_summary": "ASML moved -3.9% in the latest session, -3.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0659.",
      "facts": [
        {
          "claim": "ASML moved -3.9% in the latest session, -3.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0024",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "ASML Holding N.V. (ASML) Is One Of Billionaire David Tepper’s Longest Held AI Stocks",
          "source_id": "E0659",
          "timestamp": "2026-06-24T18:58:16+00:00"
        },
        {
          "claim": "ASML Faces New China Risk as 19% Sales Market Comes Under Pressure",
          "source_id": "E0660",
          "timestamp": "2026-06-24T17:32:29+00:00"
        },
        {
          "claim": "ASML Holding (ASML): The Best All-Time High Stock with Legs to Rally Further",
          "source_id": "E0661",
          "timestamp": "2026-06-24T20:12:23+00:00"
        },
        {
          "claim": "ASML’s Chip Dominance Runs Into New Silicon Boundaries",
          "source_id": "E0662",
          "timestamp": "2026-06-24T14:05:00+00:00"
        },
        {
          "claim": "ASML fundamentals snapshot: PE 60.54; market cap/assets $698.29B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%; engine score health 77.00 / valuation n/a.",
          "source_id": "E2058",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "ASML Holding N.V. provides lithography solutions for the development, production, marketing, sales, upgrading, and servicing of advanced semiconductor equipment systems. The company offers lithography, metrology, and inspection systems. It also provides extreme ultraviolet litho...",
        "gross_margin": "52.98%",
        "health_score": "77.00",
        "market_cap": "$698.29B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "60.54",
        "revenue_growth_qoq": "-9.79%",
        "revenue_growth_yoy": "37.68%",
        "revenue_scale": "$33.69B",
        "roic": "24.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1841.18 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "ASML",
        "timestamp": "2026-06-26T13:41:41+00:00",
        "price": 1772.129,
        "previous_close": 1841.18,
        "change": -69.05100000000016,
        "change_pct": -0.03750366612715772,
        "change_5d_pct": -0.08164620523902588,
        "change_20d_pct": 0.10360075131886748,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASML?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 48,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0024",
        "E0659",
        "E0660",
        "E0661",
        "E0662",
        "E2058"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "ASML",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Rocket Lab USA主要经营小型火箭发射、航天器平台和空间系统，收入来自发射服务和航天硬件。行业地位：Rocket Lab USA是航空航天与国防赛道的重要公司，可比/竞争公司包括Lockheed Martin、General Dynamics、Northrop Grumman、TransDigm Group。关键变量主要是国防预算、订单积压、供应链交付、项目执行、航空产量和地缘安全需求。",
      "core_catalyst": "Rocket Lab Stock Pops After NASA Awards Three Electron Launch Missions",
      "evidence_summary": "RKLB moved +3.7% in the latest session, +4.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1218.",
      "facts": [
        {
          "claim": "RKLB moved +3.7% in the latest session, +4.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0192",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Rocket Lab Stock Pops After NASA Awards Three Electron Launch Missions",
          "source_id": "E1218",
          "timestamp": "2026-06-26T11:32:00+00:00"
        },
        {
          "claim": "Rocket Lab (RKLB) Wins 3 NASA Launches As Defense Mission Speed Sets Record",
          "source_id": "E1219",
          "timestamp": "2026-06-26T05:05:16+00:00"
        },
        {
          "claim": "Rocket Lab (RKLB) Gets a Major Upgrade; Could a New Space Race Be Taking Shape?",
          "source_id": "E1220",
          "timestamp": "2026-06-26T01:35:56+00:00"
        },
        {
          "claim": "Rocket Lab Stock Looks To Buck Downtrend After NASA Mission Selection",
          "source_id": "E1221",
          "timestamp": "2026-06-26T11:44:03+00:00"
        },
        {
          "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; revenue scale $679.58M; revenue QoQ +11.5%; revenue YoY 63.46%; gross margin 38.18%; net margin -22.47%; ROIC -5.19%.",
          "source_id": "E2059",
          "timestamp": "2026-06-26T13:41:27.186515+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "38.18%",
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-22.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+11.5%",
        "revenue_growth_yoy": "63.46%",
        "revenue_scale": "$679.58M",
        "roic": "-5.19%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-06-26T13:41:27.186515+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 80.69 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "RKLB",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 83.4,
        "previous_close": 80.69,
        "change": 2.710000000000008,
        "change_pct": 0.033585326558433604,
        "change_5d_pct": -0.2223050945418169,
        "change_20d_pct": -0.4366006844035445,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RKLB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 8,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 48,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0192",
        "E1218",
        "E1219",
        "E1220",
        "E1221",
        "E2059"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "RKLB",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：向大型企业和中型企业提供SAP S/4HANA Cloud、RISE with SAP、财务、供应链、采购、人力资源、客户体验、差旅费用和行业解决方案；Business Technology Platform、Business Data Cloud、Joule和Business AI用于数据集成、扩展开发、分析和AI代理；收入来自云订阅、软件支持、授权维护、专业服务和生态伙伴实施。行业地位：全球ERP核心厂商，深度嵌入大型企业流程，迁移到云和AI套件是增长主线。关键变量包括S/4HANA云迁移速度、客户续约率、实施周期、AI功能付费转化、与微软等云伙伴关系、欧洲数据监管、IT预算和传统维护收入下滑节奏。",
      "core_catalyst": "SAP SE (SAP) Fell After Goldman Sachs Trimmed Margins Forecasts, Can The Stock Bounce Back?",
      "evidence_summary": "SAP moved +3.6% in the latest session, +4.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0771.",
      "facts": [
        {
          "claim": "SAP moved +3.6% in the latest session, +4.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0054",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "SAP SE (SAP) Fell After Goldman Sachs Trimmed Margins Forecasts, Can The Stock Bounce Back?",
          "source_id": "E0771",
          "timestamp": "2026-06-25T12:04:10+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights Shell, Novo, SAP, Rave and Vaso",
          "source_id": "E0772",
          "timestamp": "2026-06-25T09:00:00+00:00"
        },
        {
          "claim": "BMC Joins SAP PartnerEdge Program, Strengthening Long-Standing Relationship",
          "source_id": "E0773",
          "timestamp": "2026-06-25T12:00:00+00:00"
        },
        {
          "claim": "German Firms Put SAP Programs Under Tighter Control",
          "source_id": "E0774",
          "timestamp": "2026-06-25T08:00:00+00:00"
        },
        {
          "claim": "SAP fundamentals snapshot: PE 20.85; market cap/assets $200.87B; revenue scale $37.34B; revenue QoQ -1.4%; revenue YoY 6.01%; gross margin 72.99%; net margin 20.37%; ROIC 2.98%.",
          "source_id": "E2060",
          "timestamp": "2026-06-26T13:41:28.976928+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "SAP SE, together with its subsidiaries, provides enterprise application and business solutions worldwide. It offers SAP Business AI; SAP S/4HANA that provides software capabilities for finance, risk and project management, procurement, manufacturing, supply chain and asset manag...",
        "gross_margin": "72.99%",
        "health_score": null,
        "market_cap": "$200.87B",
        "name": "SAP SE",
        "net_margin": "20.37%",
        "pe_ratio": "20.85",
        "revenue_growth_qoq": "-1.4%",
        "revenue_growth_yoy": "6.01%",
        "revenue_scale": "$37.34B",
        "roic": "2.98%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sap/",
        "ticker": "SAP",
        "timestamp": "2026-06-26T13:41:28.976928+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 148.06 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SAP",
        "timestamp": "2026-06-26T13:41:35+00:00",
        "price": 153.48,
        "previous_close": 148.08,
        "change": 5.399999999999977,
        "change_pct": 0.03646677471636939,
        "change_5d_pct": -0.011209903408189503,
        "change_20d_pct": -0.12527075044349723,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SAP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "near_local_low",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0054",
        "E0771",
        "E0772",
        "E0773",
        "E0774",
        "E2060"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "SAP",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：卡特彼勒销售挖掘机、装载机、推土机、矿用卡车、地下采矿设备、柴油和天然气发动机、工业燃气轮机、柴油电力机车及零部件，并通过全球经销商体系提供维修、租赁、融资和再制造服务。客户覆盖基建施工、住宅和非住宅建设、矿业、油气、发电、铁路、船舶和工业应用，售后零件和服务是利润韧性的关键来源。行业地位：公司是全球工程机械和矿山设备龙头，品牌、经销商网络、装机量和零部件体系形成护城河。关键变量包括基建和采矿资本开支、油气和电力项目需求、经销商库存周期、钢材与物流成本、美元汇率、排放法规、利率对设备融资和建设活动的压制，以及售后服务占比。",
      "core_catalyst": "Baird Adjusts Price Target on Caterpillar to $1,200 From $1,165, Maintains Outperform Rating",
      "evidence_summary": "CAT moved -3.7% in the latest session, -2.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0676.",
      "facts": [
        {
          "claim": "CAT moved -3.7% in the latest session, -2.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0029",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Baird Adjusts Price Target on Caterpillar to $1,200 From $1,165, Maintains Outperform Rating",
          "source_id": "E0676",
          "timestamp": "2026-06-26T09:21:36+00:00"
        },
        {
          "claim": "Caterpillar Soars But Analysts Remain Cautious",
          "source_id": "E0677",
          "timestamp": "2026-06-25T19:56:54+00:00"
        },
        {
          "claim": "How CAT Stock Doubles Again To Reach $2,000",
          "source_id": "E0678",
          "timestamp": "2026-06-26T09:53:57+00:00"
        },
        {
          "claim": "Dell To Officially Join Tesla, Oracle, Caterpillar In Texas As Stock Eyes Best Year Since Returning To Public Markets",
          "source_id": "E0679",
          "timestamp": "2026-06-26T05:23:23+00:00"
        },
        {
          "claim": "CAT fundamentals snapshot: PE 51.69; market cap/assets $486.86B; revenue scale $70.75B; revenue QoQ -8.98%; revenue YoY 11.85%; gross margin 35.08%; net margin 14.64%; ROIC 12.26%; engine score health 49.29 / valuation 11.11.",
          "source_id": "E2061",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Caterpillar Inc. provides construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives in the United States and internationally. The Construction Industries segment offers asphalt pavers, cold planers, co...",
        "gross_margin": "35.08%",
        "health_score": "49.29",
        "market_cap": "$486.86B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "51.69",
        "revenue_growth_qoq": "-8.98%",
        "revenue_growth_yoy": "11.85%",
        "revenue_scale": "$70.75B",
        "roic": "12.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "11.11"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1057.01 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CAT",
        "timestamp": "2026-06-26T13:41:38+00:00",
        "price": 1016.13,
        "previous_close": 1056.826,
        "change": -40.696000000000026,
        "change_pct": -0.038507758136154924,
        "change_5d_pct": 0.030745970309580928,
        "change_20d_pct": 0.14471596377371876,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 7,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0029",
        "E0676",
        "E0677",
        "E0678",
        "E0679",
        "E2061"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "CAT",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Dell 销售个人电脑、商用终端、服务器、存储和企业基础设施方案，近年 AI 服务器和企业数据中心需求是重要增长线索。行业地位：全球 PC 和企业硬件核心厂商之一，变量是 PC 换机周期、AI 服务器订单、存储需求和毛利结构。",
      "core_catalyst": "Goldman Sachs Raises Price Target on Dell Technologies (DELL) Following Strong AI Server Demand",
      "evidence_summary": "DELL moved -3.7% in the latest session, -2.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0849.",
      "facts": [
        {
          "claim": "DELL moved -3.7% in the latest session, -2.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0076",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Goldman Sachs Raises Price Target on Dell Technologies (DELL) Following Strong AI Server Demand",
          "source_id": "E0849",
          "timestamp": "2026-06-26T10:50:21+00:00"
        },
        {
          "claim": "Dell Drops 6%, Western Digital Rises 5% as the Memory Boom Splits the AI Hardware Trade",
          "source_id": "E0850",
          "timestamp": "2026-06-25T17:28:15+00:00"
        },
        {
          "claim": "Market Chatter: Dell Technologies Ends Arrow Distribution Partnership After Review",
          "source_id": "E0851",
          "timestamp": "2026-06-25T17:19:11+00:00"
        },
        {
          "claim": "Dell To Officially Join Tesla, Oracle, Caterpillar In Texas As Stock Eyes Best Year Since Returning To Public Markets",
          "source_id": "E0852",
          "timestamp": "2026-06-26T05:23:23+00:00"
        },
        {
          "claim": "DELL fundamentals snapshot: PE 31.60; market cap/assets $265.73B; revenue scale $134.00B; revenue QoQ 31.35%; revenue YoY 38.75%; gross margin 17.75%; net margin 7.84%; ROIC 9.31%; engine score health 56.43 / valuation 57.14.",
          "source_id": "E2062",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Dell Technologies Inc. designs, develops, manufactures, markets, sells, and supports various comprehensive and integrated solutions, products, and services in the Americas, Europe, the Middle East, Asia, and internationally. The company operates through Infrastructure Solutions...",
        "gross_margin": "17.75%",
        "health_score": "56.43",
        "market_cap": "$265.73B",
        "name": "Dell Technologies Inc.",
        "net_margin": "7.84%",
        "pe_ratio": "31.60",
        "revenue_growth_qoq": "31.35%",
        "revenue_growth_yoy": "38.75%",
        "revenue_scale": "$134.00B",
        "roic": "9.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/",
        "ticker": "DELL",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "57.14"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 409.45 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "DELL",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 395.06,
        "previous_close": 409.536,
        "change": -14.475999999999999,
        "change_pct": -0.03534731989373341,
        "change_5d_pct": -0.035262515262515226,
        "change_20d_pct": 0.2460495669786027,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/DELL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_contract_order",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0076",
        "E0849",
        "E0850",
        "E0851",
        "E0852",
        "E2062"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "DELL",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：英伟达当前最核心的业务是面向数据中心的 GPU、加速卡、互连、整机与集群方案，服务大模型训练、推理、高性能计算和云基础设施建设。硬件之外，CUDA、cuDNN、TensorRT、NCCL 以及更上层的 AI 框架适配、开发工具链和模型部署栈，构成了其重要的软件生态与开发者壁垒。传统业务仍包括 GeForce 游戏显卡、专业可视化工作站 GPU，以及汽车领域的车载计算平台、自动驾驶软件栈和座舱相关能力。公司逐步从单芯片供应商演进为软硬一体的 AI 计算平台提供方。行业地位：在 AI 加速与数据中心 GPU 领域处于全球主导地位，优势集中在性能迭代、系统级方案能力和开发者生态锁定。",
      "core_catalyst": "SEC 4 filing: 4 2026-06-18",
      "evidence_summary": "NVDA moved -1.5% in the latest session, -0.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0629.",
      "facts": [
        {
          "claim": "NVDA moved -1.5% in the latest session, -0.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0013",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-18",
          "source_id": "E0629",
          "timestamp": "2026-06-23T20:41:58+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-17",
          "source_id": "E0630",
          "timestamp": "2026-06-23T10:04:01+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-17",
          "source_id": "E0631",
          "timestamp": "2026-06-23T10:02:58+00:00"
        },
        {
          "claim": "Stock Market Today: Nasdaq Futures Slide Amid Global Tech Sell-Off; Micron, Nvidia, Sandisk Fall (Live Coverage)",
          "source_id": "E0632",
          "timestamp": "2026-06-26T12:58:52+00:00"
        },
        {
          "claim": "1 Reason to Buy Nvidia Stock Right Now",
          "source_id": "E0633",
          "timestamp": "2026-06-26T12:36:00+00:00"
        },
        {
          "claim": "NVDA fundamentals snapshot: PE 29.68; market cap/assets $4.74T; revenue scale $253.49B; revenue QoQ 19.80%; revenue YoY 70.68%; gross margin 74.93%; net margin 71.46%; ROIC 62.54%; engine score health 86.52 / valuation 80.00.",
          "source_id": "E2063",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "74.93%",
        "health_score": "86.52",
        "market_cap": "$4.74T",
        "name": "NVIDIA Corporation",
        "net_margin": "71.46%",
        "pe_ratio": "29.68",
        "revenue_growth_qoq": "19.80%",
        "revenue_growth_yoy": "70.68%",
        "revenue_scale": "$253.49B",
        "roic": "62.54%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "NVDA",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "80.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -0.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 195.74 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "NVDA",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 192.13,
        "previous_close": 195.74,
        "change": -3.6100000000000136,
        "change_pct": -0.018442832328599224,
        "change_5d_pct": -0.08809151941876248,
        "change_20d_pct": -0.10324387397899648,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NVDA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 3,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0013",
        "E0629",
        "E0630",
        "E0631",
        "E0632",
        "E0633",
        "E2063"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "NVDA",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Bloom Energy 为数据中心、制造厂、医院、公用事业和大型商业设施提供固体氧化物燃料电池发电系统，用于在客户侧实现高可用电力供应，同时销售基于相近技术路线的电解制氢设备。收入来自设备销售、长期服务协议、系统升级和部分项目型能源解决方案。关键产品是 Bloom Energy Server、Bloom Electrolyzer 以及围绕微网和高可靠供电的集成方案。行业地位：Bloom Energy 在高可靠分布式供电和固体氧化物路线里知名度很高，尤其受数据中心和高电力密度场景关注。竞争对手包括 FuelCell Energy、传统柴油或燃气备电系统、微型燃机和公用电网替代方案，关键经营变量是天然气与电价比、设备寿命、服务成本、政策补贴和大客户项目落地节奏。",
      "core_catalyst": "FuelCell Energy Drops 10%, Bloom Energy Falls 7% in a Profit-Taking Reversal as Plug Power Edges Up",
      "evidence_summary": "BE moved -9.4% in the latest session, -8.5% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1058.",
      "facts": [
        {
          "claim": "BE moved -9.4% in the latest session, -8.5% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0139",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "FuelCell Energy Drops 10%, Bloom Energy Falls 7% in a Profit-Taking Reversal as Plug Power Edges Up",
          "source_id": "E1058",
          "timestamp": "2026-06-25T18:24:04+00:00"
        },
        {
          "claim": "This Energy Stock Is Helping Solve AI's Biggest Constraint",
          "source_id": "E1059",
          "timestamp": "2026-06-25T07:25:00+00:00"
        },
        {
          "claim": "Annual Global Renewable Energy Investment Could Reach $2.9 Trillion in the Next 5 Years. Here's 1 Top Renewable Energy Stock to Buy.",
          "source_id": "E1060",
          "timestamp": "2026-06-24T19:25:00+00:00"
        },
        {
          "claim": "Is It Too Late to Buy Bloom Energy Stock After Its 1,410% Gain?",
          "source_id": "E1061",
          "timestamp": "2026-06-24T16:25:00+00:00"
        },
        {
          "claim": "BE fundamentals snapshot: PE 11759.94; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ -3.4%; revenue YoY 130.37%; gross margin 30.03%; net margin 9.81%; ROIC 4.46%.",
          "source_id": "E2064",
          "timestamp": "2026-06-26T13:41:30.662191+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "30.03%",
        "health_score": null,
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "11759.94",
        "revenue_growth_qoq": "-3.4%",
        "revenue_growth_yoy": "130.37%",
        "revenue_scale": "$2.45B",
        "roic": "4.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-06-26T13:41:30.662191+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -8.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 309.18 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "BE",
        "timestamp": "2026-06-26T13:41:41+00:00",
        "price": 279.37,
        "previous_close": 309.145,
        "change": -29.774999999999977,
        "change_pct": -0.09631402739814643,
        "change_5d_pct": -0.15061871974256524,
        "change_20d_pct": -0.03668842249349891,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "gap_fade",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 24,
        "catalyst_strength": 4,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0139",
        "E1058",
        "E1059",
        "E1060",
        "E1061",
        "E2064"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "BE",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Viavi Solutions主要经营光通信、无线网络、路由交换、公共安全通信或测试测量设备。行业地位：Viavi Solutions是通信设备赛道的重要参与者，可比/竞争公司包括Motorola Solutions、Nokia Oyj、Lumentum Holdings、Ubiquiti。关键变量主要是运营商资本开支、数据中心互联、AI网络需求、库存周期、价格竞争和地缘供应链。",
      "core_catalyst": "Viavi Solutions Launches AI Network Validation Solution for Ultra Ethernet Fabrics",
      "evidence_summary": "VIAV moved -7.4% in the latest session, -6.5% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E1739.",
      "facts": [
        {
          "claim": "VIAV moved -7.4% in the latest session, -6.5% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0426",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Viavi Solutions Launches AI Network Validation Solution for Ultra Ethernet Fabrics",
          "source_id": "E1739",
          "timestamp": "2026-06-23T11:17:53+00:00"
        },
        {
          "claim": "VIAVI Launches Industry's First Validation Solution for Ultra Ethernet Transport, Accelerating AI Data Center Deployments",
          "source_id": "E1740",
          "timestamp": "2026-06-23T10:30:00+00:00"
        },
        {
          "claim": "Can Viavi's New Validation Solution Shape the Future of AI Networking?",
          "source_id": "E1741",
          "timestamp": "2026-06-24T14:28:00+00:00"
        },
        {
          "claim": "Stocks making big moves yesterday: Shutterstock, Viavi Solutions, Micron, Palantir Technologies, and IonQ",
          "source_id": "E1742",
          "timestamp": "2026-06-23T19:12:46+00:00"
        },
        {
          "claim": "VIAV fundamentals snapshot: PE n/a; market cap/assets $12.49B; revenue scale $1.37B; revenue QoQ +10.2%; revenue YoY 42.84%; gross margin 57.55%; net margin 1.57%; ROIC 0.67%.",
          "source_id": "E2065",
          "timestamp": "2026-06-26T13:41:30.637050+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Viavi Solutions Inc. provides network test, monitoring, and assurance solutions for telecommunications, cloud, enterprises, first responders, military, aerospace, and critical infrastructures in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It operates in...",
        "gross_margin": "57.55%",
        "health_score": null,
        "market_cap": "$12.49B",
        "name": "Viavi Solutions Inc.",
        "net_margin": "1.57%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+10.2%",
        "revenue_growth_yoy": "42.84%",
        "revenue_scale": "$1.37B",
        "roic": "0.67%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/viav/",
        "ticker": "VIAV",
        "timestamp": "2026-06-26T13:41:30.637050+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 50.44 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "VIAV",
        "timestamp": "2026-06-26T13:41:37+00:00",
        "price": 46.755,
        "previous_close": 50.44,
        "change": -3.684999999999995,
        "change_pct": -0.07305709754163359,
        "change_5d_pct": -0.008797926331456263,
        "change_20d_pct": -0.03578060669025018,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/VIAV?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0426",
        "E1739",
        "E1740",
        "E1741",
        "E1742",
        "E2065"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "VIAV",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：EchoStar 经营卫星通信、宽带和无线频谱相关资产，业务涉及卫星网络、连接服务和部分付费电视历史资产。行业地位：卫星和频谱资产型公司，股价对 FCC 监管、频谱交易、债务结构和与 SpaceX 等外部变量高度敏感。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-06-23",
      "evidence_summary": "SATS moved -2.7% in the latest session, -1.9% relative to benchmark, with volume at 0.7x its 20-day average. Reliable catalyst source: E1331.",
      "facts": [
        {
          "claim": "SATS moved -2.7% in the latest session, -1.9% relative to benchmark, with volume at 0.7x its 20-day average.",
          "source_id": "E0240",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-23",
          "source_id": "E1331",
          "timestamp": "2026-06-25T16:13:23+00:00"
        },
        {
          "claim": "Is EchoStar Stock Outperforming the S&P 500?",
          "source_id": "E1332",
          "timestamp": "2026-06-22T13:53:52+00:00"
        },
        {
          "claim": "EchoStar Changing Stocker Ticker SATS to ECHO, Marking the Company's Next Era on Earth and in Space",
          "source_id": "E1333",
          "timestamp": "2026-06-22T13:00:00+00:00"
        },
        {
          "claim": "Is EchoStar Corporation (SATS) A Good Stock To Buy Now?",
          "source_id": "E1334",
          "timestamp": "2026-06-22T12:31:54+00:00"
        },
        {
          "claim": "SATS fundamentals snapshot: PE n/a; market cap/assets $28.32B; revenue scale $14.80B; revenue QoQ -3.39%; revenue YoY -5.60%; gross margin 30.87%; net margin -4.01%; ROIC 0.78%; engine score health 25.00 / valuation n/a.",
          "source_id": "E2066",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "EchoStar Corporation provides pay-tv services in the United States, Mexico, Canada, South and Central America, Asia, Africa, Australia, Europe, India, and the Middle East. The Pay-TV segment offers a direct broadcast and fixed satellite, owned and leased satellites, leased fiber...",
        "gross_margin": "30.87%",
        "health_score": "25.00",
        "market_cap": "$28.32B",
        "name": "EchoStar Corporation",
        "net_margin": "-4.01%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-3.39%",
        "revenue_growth_yoy": "-5.60%",
        "revenue_scale": "$14.80B",
        "roic": "0.78%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sats/",
        "ticker": "SATS",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -1.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 99.86 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "SATS",
        "timestamp": "2026-06-23T20:00:00+00:00",
        "price": 103.915,
        "previous_close": 103.915,
        "change": 0.0,
        "change_pct": 0.0,
        "change_5d_pct": -0.048135918815469525,
        "change_20d_pct": -0.20717941410537422,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SATS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "near_local_low",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 25,
        "catalyst_strength": 4,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 8,
        "price_confirmation": 1,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0240",
        "E1331",
        "E1332",
        "E1333",
        "E1334",
        "E2066"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "SATS",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：IonQ主要开发量子计算硬件、云访问和相关软件生态。行业地位：IonQ是计算硬件赛道的重要参与者，可比/竞争公司包括HP、超微电脑、Logitech International、D-Wave Quantum。关键变量主要是AI服务器需求、PC换机、组件成本、渠道库存、毛利率和技术路线。",
      "core_catalyst": "IonQ Unveils New Quantum Security Solution as Cybersecurity Risks Grow",
      "evidence_summary": "IONQ moved -2.0% in the latest session, -1.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1610.",
      "facts": [
        {
          "claim": "IONQ moved -2.0% in the latest session, -1.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0354",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "IonQ Unveils New Quantum Security Solution as Cybersecurity Risks Grow",
          "source_id": "E1610",
          "timestamp": "2026-06-26T01:35:43+00:00"
        },
        {
          "claim": "Quantum Computing Stocks IonQ, Rigetti Computing, and D-Wave Quantum Sent Shockwaves Through Wall Street With This $857 Million Warning",
          "source_id": "E1611",
          "timestamp": "2026-06-25T09:26:00+00:00"
        },
        {
          "claim": "IonQ vs. Quantinuum: Which Quantum Computing Accuracy-Leading Stock Looks Like the Better Buy?",
          "source_id": "E1612",
          "timestamp": "2026-06-25T13:35:00+00:00"
        },
        {
          "claim": "Washington’s Quantum Push Puts IBM and IonQ on the Throne",
          "source_id": "E1613",
          "timestamp": "2026-06-25T11:40:00+00:00"
        },
        {
          "claim": "IONQ fundamentals snapshot: PE 53.74; market cap/assets $17.60B; revenue scale $187.12M; revenue QoQ +4.5%; revenue YoY 754.72%; gross margin 23.84%; net margin 1244.22%; ROIC n/a.",
          "source_id": "E2067",
          "timestamp": "2026-06-26T13:41:30.897459+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "IonQ, Inc. develops quantum computing systems in the United States, Switzerland, and Internationally. It sells access to quantum computers of various qubit capacities. The company also makes access to its quantum computers through cloud platforms, such as Amazon Web Services (AW...",
        "gross_margin": "23.84%",
        "health_score": null,
        "market_cap": "$17.60B",
        "name": "IonQ, Inc.",
        "net_margin": "1244.22%",
        "pe_ratio": "53.74",
        "revenue_growth_qoq": "+4.5%",
        "revenue_growth_yoy": "754.72%",
        "revenue_scale": "$187.12M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ionq/",
        "ticker": "IONQ",
        "timestamp": "2026-06-26T13:41:30.897459+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 50.56 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "IONQ",
        "timestamp": "2026-06-26T13:41:38+00:00",
        "price": 49.6,
        "previous_close": 50.62,
        "change": -1.019999999999996,
        "change_pct": -0.020150138285262686,
        "change_5d_pct": -0.1229000765840117,
        "change_20d_pct": -0.2928428795036434,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IONQ?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "breakdown_20d",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 11,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0354",
        "E1610",
        "E1611",
        "E1612",
        "E1613",
        "E2067"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "IONQ",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Teradyne主要经营半导体自动测试设备、机器人和工业自动化解决方案。行业地位：Teradyne是半导体赛道的核心公司，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Teradyne (TER) Hits All-Time High as Major Customer Reports Stellar Earnings",
      "evidence_summary": "TER moved -8.5% in the latest session, -7.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1132.",
      "facts": [
        {
          "claim": "TER moved -8.5% in the latest session, -7.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0165",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Teradyne (TER) Hits All-Time High as Major Customer Reports Stellar Earnings",
          "source_id": "E1132",
          "timestamp": "2026-06-26T03:05:19+00:00"
        },
        {
          "claim": "Here's Why Teradyne Shares Surged Higher Today (Hint: It's AI and Micron-Related)",
          "source_id": "E1133",
          "timestamp": "2026-06-25T20:53:05+00:00"
        },
        {
          "claim": "Teradyne Drives Robotics Growth With AI: A Sign for More Upside?",
          "source_id": "E1134",
          "timestamp": "2026-06-25T16:16:00+00:00"
        },
        {
          "claim": "Wall Street Bulls Look Optimistic About Teradyne (TER): Should You Buy?",
          "source_id": "E1135",
          "timestamp": "2026-06-25T13:30:05+00:00"
        },
        {
          "claim": "TER fundamentals snapshot: PE 86.51; market cap/assets $73.88B; revenue scale $3.79B; revenue QoQ 18.38%; revenue YoY 30.32%; gross margin 60.89%; net margin 31.10%; ROIC 22.99%; engine score health 56.10 / valuation 26.67.",
          "source_id": "E2068",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Teradyne, Inc. engages in the design, development, manufacture, and sale of automated test systems and robotics products in the United States, Asia Pacific, Europe, the Middle East, and Africa. The company operates through Semiconductor Test, Robotics, and Other segments. The Se...",
        "gross_margin": "60.89%",
        "health_score": "56.10",
        "market_cap": "$73.88B",
        "name": "Teradyne, Inc.",
        "net_margin": "31.10%",
        "pe_ratio": "86.51",
        "revenue_growth_qoq": "18.38%",
        "revenue_growth_yoy": "30.32%",
        "revenue_scale": "$3.79B",
        "roic": "22.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ter/",
        "ticker": "TER",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "26.67"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 471.96 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "TER",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 430.535,
        "previous_close": 471.96,
        "change": -41.424999999999955,
        "change_pct": -0.08777226883634193,
        "change_5d_pct": -0.016863840887128223,
        "change_20d_pct": 0.12514048573712944,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TER?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 24,
        "catalyst_strength": 4,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0165",
        "E1132",
        "E1133",
        "E1134",
        "E1135",
        "E2068"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "TER",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Nebius Group主要提供AI云基础设施、GPU算力和开发者相关服务，收入与AI训练和推理工作负载相关。行业地位：Nebius Group是互联网内容与平台赛道的重要公司，可比/竞争公司包括Spotify Technology、DoorDash、Reddit、Twilio。关键变量主要是用户增长、广告变现、平台补贴、算法与内容监管、AI基础设施成本和竞争强度。",
      "core_catalyst": "BofA Boosts Price Target on Nebius (NBIS) Amid Data Center Expansion and AI Infrastructure Demand",
      "evidence_summary": "NBIS moved -6.3% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1242.",
      "facts": [
        {
          "claim": "NBIS moved -6.3% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0200",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "BofA Boosts Price Target on Nebius (NBIS) Amid Data Center Expansion and AI Infrastructure Demand",
          "source_id": "E1242",
          "timestamp": "2026-06-26T10:50:16+00:00"
        },
        {
          "claim": "Nebius Group N.V. (NBIS): 10 Stocks That Could Double Over the Next 2 Years",
          "source_id": "E1243",
          "timestamp": "2026-06-26T01:36:02+00:00"
        },
        {
          "claim": "NBIS, CRWV, APLD, IREN: Why Are Neocloud Stocks Jumping Premarket?",
          "source_id": "E1244",
          "timestamp": "2026-06-25T08:59:51+00:00"
        },
        {
          "claim": "Nebius Introduces AI Cloud 3.6",
          "source_id": "E1245",
          "timestamp": "2026-06-24T17:36:04+00:00"
        },
        {
          "claim": "NBIS fundamentals snapshot: PE 74.83; market cap/assets $61.53B; revenue scale $877.90M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E2069",
          "timestamp": "2026-06-26T13:41:33.411278+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$61.53B",
        "name": "Nebius Group N.V.",
        "net_margin": null,
        "pe_ratio": "74.83",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$877.90M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-06-26T13:41:33.411278+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 256.63 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "NBIS",
        "timestamp": "2026-06-26T13:41:43+00:00",
        "price": 240.21,
        "previous_close": 256.63,
        "change": -16.419999999999987,
        "change_pct": -0.06398316642637258,
        "change_5d_pct": -0.16212634568903683,
        "change_20d_pct": 0.06127950820235761,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NBIS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0200",
        "E1242",
        "E1243",
        "E1244",
        "E1245",
        "E2069"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "NBIS",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Lam Research 主要向晶圆厂销售刻蚀、沉积和清洗等半导体制造设备，并提供备件、升级和服务收入，存储和先进逻辑资本开支是关键需求来源。行业地位：全球核心半导体设备公司之一，在刻蚀和沉积环节地位突出，周期受存储价格、AI 芯片产能和晶圆厂投资计划影响。",
      "core_catalyst": "Wells Fargo Raises its Price Target on Lam Research (LRCX)",
      "evidence_summary": "LRCX moved -6.3% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0692.",
      "facts": [
        {
          "claim": "LRCX moved -6.3% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0033",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Wells Fargo Raises its Price Target on Lam Research (LRCX)",
          "source_id": "E0692",
          "timestamp": "2026-06-24T20:14:28+00:00"
        },
        {
          "claim": "Where Lam Research Stock Is Most Exposed",
          "source_id": "E0693",
          "timestamp": "2026-06-26T01:17:48+00:00"
        },
        {
          "claim": "Lam Research (LRCX) Opens Boise Office To Get Closer To Micron’s Memory Expansion",
          "source_id": "E0694",
          "timestamp": "2026-06-25T16:07:27+00:00"
        },
        {
          "claim": "Top After-Hours Gainers Today Beyond Micron: QCOM, AMAT, LRCX Surge",
          "source_id": "E0695",
          "timestamp": "2026-06-25T02:57:29+00:00"
        },
        {
          "claim": "LRCX fundamentals snapshot: PE 74.91; market cap/assets $502.49B; revenue scale $21.68B; revenue QoQ 9.29%; revenue YoY 26.53%; gross margin 49.83%; net margin 31.25%; ROIC 35.72%; engine score health 67.90 / valuation 40.00.",
          "source_id": "E2070",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Lam Research Corporation designs, manufactures, markets, refurbishes, and services semiconductor processing equipment used in the fabrication of integrated circuits in the United States, China, Korea, Taiwan, Japan, Southeast Asia, and Europe. The company offers ALTUS systems to...",
        "gross_margin": "49.83%",
        "health_score": "67.90",
        "market_cap": "$502.49B",
        "name": "Lam Research Corporation",
        "net_margin": "31.25%",
        "pe_ratio": "74.91",
        "revenue_growth_qoq": "9.29%",
        "revenue_growth_yoy": "26.53%",
        "revenue_scale": "$21.68B",
        "roic": "35.72%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/",
        "ticker": "LRCX",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "40.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 401.82 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "LRCX",
        "timestamp": "2026-06-26T13:41:42+00:00",
        "price": 375.63,
        "previous_close": 401.82,
        "change": -26.189999999999998,
        "change_pct": -0.06517843810661494,
        "change_5d_pct": -0.0344694845012925,
        "change_20d_pct": 0.18122641509433968,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LRCX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0033",
        "E0692",
        "E0693",
        "E0694",
        "E0695",
        "E2070"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "LRCX",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Marvell Technology主要经营数据中心、网络、存储和定制芯片，收入受AI基础设施需求驱动。行业地位：Marvell Technology是半导体赛道的超核心公司，可比/竞争公司包括Monolithic Power Systems、NXP Semiconductors、Teradyne、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Marvell Technology, Inc. Declares Quarterly Dividend Payment",
      "evidence_summary": "MRVL moved -5.4% in the latest session, -4.5% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0840.",
      "facts": [
        {
          "claim": "MRVL moved -5.4% in the latest session, -4.5% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0074",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Marvell Technology, Inc. Declares Quarterly Dividend Payment",
          "source_id": "E0840",
          "timestamp": "2026-06-25T20:05:00+00:00"
        },
        {
          "claim": "Apple, Sandisk, Marvell, and More Stocks That Explain Today’s Market",
          "source_id": "E0841",
          "timestamp": "2026-06-26T11:44:00+00:00"
        },
        {
          "claim": "Battle of the Artificial Intelligence (AI) Computing Companies: Is AMD, Broadcom, Nvidia, or Marvell the Best Stock to Buy Now?",
          "source_id": "E0842",
          "timestamp": "2026-06-25T20:37:00+00:00"
        },
        {
          "claim": "Marvell Technology Has Trillion-Dollar Potential. Here Is How Soon It Could Arrive.",
          "source_id": "E0843",
          "timestamp": "2026-06-25T19:05:00+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 97.38; market cap/assets $246.05B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 43.52 / valuation 20.00.",
          "source_id": "E2071",
          "timestamp": "2026-06-25T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "health_score": "43.52",
        "market_cap": "$246.05B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "97.38",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "20.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 281.26 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "MRVL",
        "timestamp": "2026-06-26T13:41:43+00:00",
        "price": 264.72,
        "previous_close": 281.26,
        "change": -16.539999999999964,
        "change_pct": -0.058806797980516134,
        "change_5d_pct": -0.14765918138641854,
        "change_20d_pct": 0.29238879867971224,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 24,
        "catalyst_strength": 4,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 11,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0074",
        "E0840",
        "E0841",
        "E0842",
        "E0843",
        "E2071"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "MRVL",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Comfort Systems USA主要经营电网、通信、工业、基础设施、建筑机电或工程总包服务。行业地位：Comfort Systems USA是工程建设服务赛道的核心公司，可比/竞争公司包括Quanta Services、Ferrovial、EMCOR Group、MasTec。关键变量主要是基建和电网投资、订单积压、项目利润率、人工成本、执行风险和政府支出。",
      "core_catalyst": "Comfort Systems' Acquisition Strategy: Is It the Next Growth Phase?",
      "evidence_summary": "FIX moved -6.3% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1066.",
      "facts": [
        {
          "claim": "FIX moved -6.3% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0141",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Comfort Systems' Acquisition Strategy: Is It the Next Growth Phase?",
          "source_id": "E1066",
          "timestamp": "2026-06-25T13:59:00+00:00"
        },
        {
          "claim": "Wall Street Analysts See Comfort Systems (FIX) as a Buy: Should You Invest?",
          "source_id": "E1067",
          "timestamp": "2026-06-24T13:30:04+00:00"
        },
        {
          "claim": "Why the Market Dipped But Comfort Systems (FIX) Gained Today",
          "source_id": "E1068",
          "timestamp": "2026-06-24T21:50:05+00:00"
        },
        {
          "claim": "Will Comfort Systems USA’s New COO and Innovation Chief Reshape Its AI Data Center Strategy (FIX)?",
          "source_id": "E1069",
          "timestamp": "2026-06-24T07:13:51+00:00"
        },
        {
          "claim": "FIX fundamentals snapshot: PE 54.60; market cap/assets $66.61B; revenue scale $10.14B; revenue QoQ 8.29%; revenue YoY 38.43%; gross margin 26.33%; net margin 12.93%; ROIC 22.92%; engine score health 86.67 / valuation n/a.",
          "source_id": "E2072",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Comfort Systems USA, Inc., together with its subsidiaries, provides mechanical and electrical installation, renovation, maintenance, repair, and replacement services for the mechanical and electrical services industry in the United States. The company operates through two segmen...",
        "gross_margin": "26.33%",
        "health_score": "86.67",
        "market_cap": "$66.61B",
        "name": "Comfort Systems USA, Inc.",
        "net_margin": "12.93%",
        "pe_ratio": "54.60",
        "revenue_growth_qoq": "8.29%",
        "revenue_growth_yoy": "38.43%",
        "revenue_scale": "$10.14B",
        "roic": "22.92%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fix/",
        "ticker": "FIX",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 2017.57 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "FIX",
        "timestamp": "2026-06-26T13:41:41+00:00",
        "price": 1887.225,
        "previous_close": 2016.11,
        "change": -128.885,
        "change_pct": -0.06392756347619921,
        "change_5d_pct": -0.04075664593889339,
        "change_20d_pct": 0.017289693644085835,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FIX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_mna",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 45,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0141",
        "E1066",
        "E1067",
        "E1068",
        "E1069",
        "E2072"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "FIX",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Guidewire Software主要经营企业SaaS、数据平台、协作、设计、金融、工程、政府或行业垂直应用软件。行业地位：Guidewire Software是应用软件赛道的重要参与者，可比/竞争公司包括Shopify、ServiceNow、Strategy、Datadog。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Guidewire Solutions (GWRE) Stock Continues To Dip Despite Earning And Guidance Beat",
      "evidence_summary": "GWRE moved +6.0% in the latest session, +6.9% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E1773.",
      "facts": [
        {
          "claim": "GWRE moved +6.0% in the latest session, +6.9% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0439",
          "timestamp": "2026-06-26T00:00:00+00:00"
        },
        {
          "claim": "Guidewire Solutions (GWRE) Stock Continues To Dip Despite Earning And Guidance Beat",
          "source_id": "E1773",
          "timestamp": "2026-06-24T15:24:30+00:00"
        },
        {
          "claim": "nCino, JFrog, and Guidewire Software Shares Plummet, What You Need To Know",
          "source_id": "E1774",
          "timestamp": "2026-06-23T01:39:19+00:00"
        },
        {
          "claim": "Is Guidewire (GWRE) One of the Most Promising Stocks with Highest Upside Potential?",
          "source_id": "E1775",
          "timestamp": "2026-06-23T18:54:34+00:00"
        },
        {
          "claim": "GWRE fundamentals snapshot: PE 62.90; market cap/assets $11.90B; revenue scale $1.42B; revenue QoQ +3.7%; revenue YoY 26.93%; gross margin 63.52%; net margin 4.42%; ROIC n/a.",
          "source_id": "E2073",
          "timestamp": "2026-06-26T13:41:33.970461+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Guidewire Software, Inc. provides a platform for property and casualty (P&C) insurers worldwide. It offers Guidewire InsuranceSuite, such as PolicyCenter, ClaimCenter, and BillingCenter applications. The company also provides Guidewire InsuranceNow, a cloud-based application tha...",
        "gross_margin": "63.52%",
        "health_score": null,
        "market_cap": "$11.90B",
        "name": "Guidewire Software, Inc.",
        "net_margin": "4.42%",
        "pe_ratio": "62.90",
        "revenue_growth_qoq": "+3.7%",
        "revenue_growth_yoy": "26.93%",
        "revenue_scale": "$1.42B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gwre/",
        "ticker": "GWRE",
        "timestamp": "2026-06-26T13:41:33.970461+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 110.10 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "GWRE",
        "timestamp": "2026-06-26T13:41:35+00:00",
        "price": 116.64,
        "previous_close": 110.23,
        "change": 6.409999999999997,
        "change_pct": 0.058151138528531154,
        "change_5d_pct": 0.08140181105103572,
        "change_20d_pct": -0.17934288332593273,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GWRE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_geopolitics",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 12,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0439",
        "E1773",
        "E1774",
        "E1775",
        "E2073"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "GWRE",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY -0.9%, QQQ -1.7%, IWM -0.8%, HYG -0.1%, TLT -0.3%, VIXY +3.8%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": -0.0008137205808712578,
        "IWM": -0.008129537318925406,
        "QQQ": -0.017365085569111316,
        "SPY": -0.008770257387988534,
        "TLT": -0.0033199771036060977,
        "VIXY": 0.037811387900355875
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      "source_id": "E0001",
      "source_type": "macro",
      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-06-26"
    },
    {
      "claim": "IWM moved -0.8% in the latest session, +0.1% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.011130713141774851,
        "benchmark_return_1d": -0.008770257387988534,
        "benchmark_return_5d": -0.025283231111230098,
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        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 296.48,
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        "consecutive_down_days": 1,
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        "return_5d": 0.0030109272979466084,
        "ticker": "IWM",
        "upper_wick_to_range": -1.8000000000000504,
        "volume_ratio_20d": 0.05539187333474472
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      "source_id": "E0002",
      "source_type": "market_data",
      "ticker": "IWM",
      "tier": 1,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/IWM/2026-06-26"
    },
    {
      "claim": "DIA moved -0.5% in the latest session, +0.4% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "body_to_range": 2.6918238993710695,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 516.91,
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        "consecutive_down_days": 1,
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        "dollar_volume": 245970589.67999998,
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        "ticker": "DIA",
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        "volume_ratio_20d": 0.08507913009196309
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      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "DIA",
      "tier": 1,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/DIA/2026-06-26"
    },
    {
      "claim": "HYG moved -0.1% in the latest session, +0.8% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 79.815,
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        "latest_date": "2026-06-26",
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        "ticker": "HYG",
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        "volume_ratio_20d": 0.023386744706305064
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      "source_id": "E0004",
      "source_type": "market_data",
      "ticker": "HYG",
      "tier": 1,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/HYG/2026-06-26"
    },
    {
      "claim": "LQD moved -0.2% in the latest session, +0.7% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "breakdown_20d": false,
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        "close": 109.31,
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        "dollar_volume": 138819218.29,
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        "latest_date": "2026-06-26",
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        "return_1d_vs_avg_abs_20d": 0.6750772606645402,
        "return_5d": 0.0022004217475017906,
        "ticker": "LQD",
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        "volume_ratio_20d": 0.04742485019145134
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      "source_id": "E0005",
      "source_type": "market_data",
      "ticker": "LQD",
      "tier": 1,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/LQD/2026-06-26"
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    {
      "claim": "GLD moved +0.5% in the latest session, +1.4% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 371.49,
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        "ticker": "GLD",
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        "volume_ratio_20d": 0.06473353922719007
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      "source_id": "E0006",
      "source_type": "market_data",
      "ticker": "GLD",
      "tier": 1,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/GLD/2026-06-26"
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    {
      "claim": "SLV moved +0.3% in the latest session, +1.2% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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        "return_5d": -0.11752142497059315,
        "ticker": "SLV",
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        "volume_ratio_20d": 0.1089066062667692
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      "source_id": "E0007",
      "source_type": "market_data",
      "ticker": "SLV",
      "tier": 1,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/SLV/2026-06-26"
    },
    {
      "claim": "USO moved -3.2% in the latest session, -2.4% relative to benchmark, with volume at 0.2x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.02483581364545968,
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        "benchmark_return_5d": -0.025283231111230098,
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        "close": 105.77,
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      "claim": "Is the Options Market Predicting a Spike in Aon Stock?",
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      "claim": "Is Fortinet Stock Poised for Strong Growth With AI-Driven Security?",
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      "claim": "Compass Point Adjusts Price Target on Simon Property Group to $255 From $230, Maintains Buy Rating",
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      "claim": "An Old Mining Hub Strikes Gold as South Dakota’s Priciest ZIP Code",
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      "claim": "Are Options Traders Betting on a Big Move in Arthur J. Gallagher Stock?",
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      "claim": "Is Autodesk (ADSK) One of the Best Big Tech Stocks to Buy According to Wall Street Analysts?",
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      "claim": "FIG vs. ADSK: Which Design SaaS Stock is a Safer Bet in the AI Era?",
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      "claim": "The Crowd Is Dumping Joby Aviation. Here's Why I'd Be Buying It Down 30%.",
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      "claim": "How Could Archer Aviation's Hawthorne Airport Support Air Taxi Growth?",
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      "claim": "NNN REIT, Inc. Announces Second Quarter 2026 Earnings Release Date and Conference Call Details",
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      "claim": "Q1 Earnings Roundup: GATX (NYSE:GATX) And The Rest Of The Industrial Distributors Segment",
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      "claim": "BMO Capital Sees Earnings Upside for Ryman Hospitality (RHP) on Strong RevPAR Trends",
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      "claim": "Strength Seen in Ryman Hospitality Properties (RHP): Can Its 4.5% Jump Turn into More Strength?",
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      "claim": "Is the owner of Nashville's Opry, Ryman selling its properties?",
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      "claim": "Train Your Skin Like You Train Your Body: LifeSpa at Life Time Brings a Training Mindset to Summer Skincare",
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      "claim": "Is GE Vernova Inc. (GEV) Outperforming Other Oils-Energy Stocks This Year?",
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        "market_cap": "$46.53B",
        "name": "ON Semiconductor Corporation",
        "net_margin": "-2.21%",
        "pe_ratio": "81.11",
        "revenue_growth_qoq": "-1.10%",
        "revenue_growth_yoy": "-9.04%",
        "revenue_scale": "$6.06B",
        "roic": "5.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "ON",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "source_id": "E2044",
      "source_type": "fundamentals",
      "ticker": "ON",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "MU fundamentals snapshot: PE 27.15; market cap/assets $1.37T; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.13%; ROIC 44.27%; engine score health 73.33 / valuation 93.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Micron Technology, Inc. designs, develops, manufactures, and sells memory and storage products in the United States, Taiwan, Japan, Mainland China, Hong Kong, Europe, and internationally. It operates through the Cloud Memory Business Unit; Core Data Center Business Unit; Mobile...",
        "gross_margin": "84.56%",
        "health_score": "73.33",
        "market_cap": "$1.37T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "27.15",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "93.33"
      },
      "source_id": "E2045",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/"
    },
    {
      "claim": "WDC fundamentals snapshot: PE 35.92; market cap/assets $233.01B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 61.19 / valuation 28.57.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "health_score": "61.19",
        "market_cap": "$233.01B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "35.92",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "source_id": "E2046",
      "source_type": "fundamentals",
      "ticker": "WDC",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/"
    },
    {
      "claim": "LITE fundamentals snapshot: PE 140.49; market cap/assets $61.80B; revenue scale $2.49B; revenue QoQ 21.47%; revenue YoY 68.98%; gross margin 44.16%; net margin 17.84%; ROIC 3.37%; engine score health 55.00 / valuation 20.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It operates through two segments, Cloud & Networking and Industrial Tech. The Cloud & Networking segment offers optical and photoni...",
        "gross_margin": "44.16%",
        "health_score": "55.00",
        "market_cap": "$61.80B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "17.84%",
        "pe_ratio": "140.49",
        "revenue_growth_qoq": "21.47%",
        "revenue_growth_yoy": "68.98%",
        "revenue_scale": "$2.49B",
        "roic": "3.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "20.00"
      },
      "source_id": "E2047",
      "source_type": "fundamentals",
      "ticker": "LITE",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/"
    },
    {
      "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $14.25B; revenue scale $506.99M; revenue QoQ +12.6%; revenue YoY 51.36%; gross margin 29.06%; net margin -9.45%; ROIC -1.95%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Applied Optoelectronics, Inc. engages in the design, manufacture, and sale of fiber-optic networking products in the United States, Taiwan, and China. The company offers optical modules, optical filters, lasers, laser components, subassemblies, transmitters and transceivers, tur...",
        "gross_margin": "29.06%",
        "health_score": null,
        "market_cap": "$14.25B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": "-9.45%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+12.6%",
        "revenue_growth_yoy": "51.36%",
        "revenue_scale": "$506.99M",
        "roic": "-1.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/",
        "ticker": "AAOI",
        "timestamp": "2026-06-26T13:41:23.073870+00:00",
        "valuation_score": null
      },
      "source_id": "E2048",
      "source_type": "fundamentals",
      "ticker": "AAOI",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:23.073870+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/"
    },
    {
      "claim": "STX fundamentals snapshot: PE 96.76; market cap/assets $230.10B; revenue scale $11.01B; revenue QoQ 10.16%; revenue YoY 28.92%; gross margin 46.50%; net margin 24.04%; ROIC 35.08%; engine score health 73.33 / valuation 14.29.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Seagate Technology Holdings plc engages in the provision of data storage technology and infrastructure solutions in Singapore, the United States, the Netherlands, and internationally. The company offers mass capacity storage products, including enterprise nearline hard disk driv...",
        "gross_margin": "46.50%",
        "health_score": "73.33",
        "market_cap": "$230.10B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "96.76",
        "revenue_growth_qoq": "10.16%",
        "revenue_growth_yoy": "28.92%",
        "revenue_scale": "$11.01B",
        "roic": "35.08%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "source_id": "E2049",
      "source_type": "fundamentals",
      "ticker": "STX",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/"
    },
    {
      "claim": "NOW fundamentals snapshot: PE 52.55; market cap/assets $92.32B; revenue scale $13.96B; revenue QoQ 5.66%; revenue YoY 21.72%; gross margin 75.07%; net margin 12.44%; ROIC 7.69%; engine score health 59.09 / valuation 33.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "ServiceNow, Inc. provides cloud-based solution for digital workflows in the North America, Europe, the Middle East and Africa, Asia Pacific, and internationally. The company provides asset management, integrated risk management, IT service management, Operational Technology mana...",
        "gross_margin": "75.07%",
        "health_score": "59.09",
        "market_cap": "$92.32B",
        "name": "ServiceNow, Inc.",
        "net_margin": "12.44%",
        "pe_ratio": "52.55",
        "revenue_growth_qoq": "5.66%",
        "revenue_growth_yoy": "21.72%",
        "revenue_scale": "$13.96B",
        "roic": "7.69%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/",
        "ticker": "NOW",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "source_id": "E2050",
      "source_type": "fundamentals",
      "ticker": "NOW",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/"
    },
    {
      "claim": "AMAT fundamentals snapshot: PE 62.83; market cap/assets $499.40B; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%; engine score health 73.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Applied Materials, Inc. provides materials engineering solutions, equipment, services, and software to the semiconductor and related industries in the United States, China, Korea, Taiwan, Japan, Southeast Asia, Europe, and internationally. The company operates through Semiconduc...",
        "gross_margin": "49.90%",
        "health_score": "73.00",
        "market_cap": "$499.40B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "62.83",
        "revenue_growth_qoq": "12.81%",
        "revenue_growth_yoy": "3.33%",
        "revenue_scale": "$29.02B",
        "roic": "21.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2051",
      "source_type": "fundamentals",
      "ticker": "AMAT",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/"
    },
    {
      "claim": "GLW fundamentals snapshot: PE 108.42; market cap/assets $196.23B; revenue scale $16.32B; revenue QoQ -1.68%; revenue YoY 20.05%; gross margin 36.87%; net margin 8.95%; ROIC 8.00%; engine score health 60.00 / valuation 28.57.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Corning Incorporated operates in optical communications, display, specialty materials, automotive, and life sciences businesses in the United States, Canada, Mexico, Japan, Taiwan, China, South Korea, Germany, and internationally. The company provides optical fibers and cables;...",
        "gross_margin": "36.87%",
        "health_score": "60.00",
        "market_cap": "$196.23B",
        "name": "Corning Incorporated",
        "net_margin": "8.95%",
        "pe_ratio": "108.42",
        "revenue_growth_qoq": "-1.68%",
        "revenue_growth_yoy": "20.05%",
        "revenue_scale": "$16.32B",
        "roic": "8.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/",
        "ticker": "GLW",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "source_id": "E2052",
      "source_type": "fundamentals",
      "ticker": "GLW",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/"
    },
    {
      "claim": "INCY fundamentals snapshot: PE 15.02; market cap/assets $21.50B; revenue scale $5.36B; revenue QoQ -15.54%; revenue YoY 21.48%; gross margin 91.79%; net margin 23.83%; ROIC 19.76%; engine score health 86.67 / valuation 60.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Incyte Corporation, a biopharmaceutical company, engages in the discovery, development, and commercialization of therapeutics in the United States, Europe, Canada, and Japan. The company offers JAKAFI for the treatment of myelofibrosis (MF), polycythemia vera, and steroid-refrac...",
        "gross_margin": "91.79%",
        "health_score": "86.67",
        "market_cap": "$21.50B",
        "name": "Incyte Corporation",
        "net_margin": "23.83%",
        "pe_ratio": "15.02",
        "revenue_growth_qoq": "-15.54%",
        "revenue_growth_yoy": "21.48%",
        "revenue_scale": "$5.36B",
        "roic": "19.76%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/incy/",
        "ticker": "INCY",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "source_id": "E2053",
      "source_type": "fundamentals",
      "ticker": "INCY",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/incy/"
    },
    {
      "claim": "LLY fundamentals snapshot: PE 42.02; market cap/assets $1.06T; revenue scale $72.25B; revenue QoQ 2.63%; revenue YoY 47.44%; gross margin 81.93%; net margin 37.36%; ROIC 28.43%; engine score health 83.75 / valuation 12.50.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Eli Lilly and Company discovers, develops, manufactures, and markets human pharmaceutical products in the United States, Europe, China, Japan, and internationally. The company offers cardiometabolic health products, including Basaglar, Humalog, Humalog Mix 75/25, Humalog U-100,...",
        "gross_margin": "81.93%",
        "health_score": "83.75",
        "market_cap": "$1.06T",
        "name": "Eli Lilly and Company",
        "net_margin": "37.36%",
        "pe_ratio": "42.02",
        "revenue_growth_qoq": "2.63%",
        "revenue_growth_yoy": "47.44%",
        "revenue_scale": "$72.25B",
        "roic": "28.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lly/",
        "ticker": "LLY",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "12.50"
      },
      "source_id": "E2054",
      "source_type": "fundamentals",
      "ticker": "LLY",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lly/"
    },
    {
      "claim": "CSCO fundamentals snapshot: PE 39.20; market cap/assets $468.74B; revenue scale $60.75B; revenue QoQ 3.21%; revenue YoY 9.21%; gross margin 63.63%; net margin 21.29%; ROIC 11.30%; engine score health 66.67 / valuation 60.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Cisco Systems, Inc. designs, develops, and sells technologies that help to power, secure, and draw insights from the internet in the Americas, Europe, the Middle East, Africa, the Asia Pacific, Japan, and China. The company offers data center switching; network security, identit...",
        "gross_margin": "63.63%",
        "health_score": "66.67",
        "market_cap": "$468.74B",
        "name": "Cisco Systems, Inc.",
        "net_margin": "21.29%",
        "pe_ratio": "39.20",
        "revenue_growth_qoq": "3.21%",
        "revenue_growth_yoy": "9.21%",
        "revenue_scale": "$60.75B",
        "roic": "11.30%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/csco/",
        "ticker": "CSCO",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "source_id": "E2055",
      "source_type": "fundamentals",
      "ticker": "CSCO",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/csco/"
    },
    {
      "claim": "NVMI fundamentals snapshot: PE 67.03; market cap/assets $16.39B; revenue scale $902.53M; revenue QoQ +5.7%; revenue YoY 10.29%; gross margin 57.66%; net margin 29.43%; ROIC 4.25%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Nova Ltd. engages in the design, development, production, and sale of process control systems used in the manufacture of semiconductors in Taiwan, the United States, China, Korea, and internationally. The company’s product portfolio includes a set of metrology platforms for dime...",
        "gross_margin": "57.66%",
        "health_score": null,
        "market_cap": "$16.39B",
        "name": "Nova Ltd.",
        "net_margin": "29.43%",
        "pe_ratio": "67.03",
        "revenue_growth_qoq": "+5.7%",
        "revenue_growth_yoy": "10.29%",
        "revenue_scale": "$902.53M",
        "roic": "4.25%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvmi/",
        "ticker": "NVMI",
        "timestamp": "2026-06-26T13:41:26.709797+00:00",
        "valuation_score": null
      },
      "source_id": "E2056",
      "source_type": "fundamentals",
      "ticker": "NVMI",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:26.709797+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvmi/"
    },
    {
      "claim": "AVGO fundamentals snapshot: PE 61.50; market cap/assets $1.80T; revenue scale $75.47B; revenue QoQ 14.89%; revenue YoY 32.29%; gross margin 67.24%; net margin 41.96%; ROIC 18.39%; engine score health 59.90 / valuation 60.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Broadcom Inc. designs, develops, and supplies various semiconductor devices and infrastructure software solutions internationally. The company operates in two segments: Semiconductor Solutions and Infrastructure Software. The company offers networking connectivity, such as custo...",
        "gross_margin": "67.24%",
        "health_score": "59.90",
        "market_cap": "$1.80T",
        "name": "Broadcom Inc.",
        "net_margin": "41.96%",
        "pe_ratio": "61.50",
        "revenue_growth_qoq": "14.89%",
        "revenue_growth_yoy": "32.29%",
        "revenue_scale": "$75.47B",
        "roic": "18.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "source_id": "E2057",
      "source_type": "fundamentals",
      "ticker": "AVGO",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/"
    },
    {
      "claim": "ASML fundamentals snapshot: PE 60.54; market cap/assets $698.29B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%; engine score health 77.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "ASML Holding N.V. provides lithography solutions for the development, production, marketing, sales, upgrading, and servicing of advanced semiconductor equipment systems. The company offers lithography, metrology, and inspection systems. It also provides extreme ultraviolet litho...",
        "gross_margin": "52.98%",
        "health_score": "77.00",
        "market_cap": "$698.29B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "60.54",
        "revenue_growth_qoq": "-9.79%",
        "revenue_growth_yoy": "37.68%",
        "revenue_scale": "$33.69B",
        "roic": "24.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2058",
      "source_type": "fundamentals",
      "ticker": "ASML",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/"
    },
    {
      "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; revenue scale $679.58M; revenue QoQ +11.5%; revenue YoY 63.46%; gross margin 38.18%; net margin -22.47%; ROIC -5.19%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "38.18%",
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-22.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+11.5%",
        "revenue_growth_yoy": "63.46%",
        "revenue_scale": "$679.58M",
        "roic": "-5.19%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-06-26T13:41:27.186515+00:00",
        "valuation_score": null
      },
      "source_id": "E2059",
      "source_type": "fundamentals",
      "ticker": "RKLB",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:27.186515+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/"
    },
    {
      "claim": "SAP fundamentals snapshot: PE 20.85; market cap/assets $200.87B; revenue scale $37.34B; revenue QoQ -1.4%; revenue YoY 6.01%; gross margin 72.99%; net margin 20.37%; ROIC 2.98%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "SAP SE, together with its subsidiaries, provides enterprise application and business solutions worldwide. It offers SAP Business AI; SAP S/4HANA that provides software capabilities for finance, risk and project management, procurement, manufacturing, supply chain and asset manag...",
        "gross_margin": "72.99%",
        "health_score": null,
        "market_cap": "$200.87B",
        "name": "SAP SE",
        "net_margin": "20.37%",
        "pe_ratio": "20.85",
        "revenue_growth_qoq": "-1.4%",
        "revenue_growth_yoy": "6.01%",
        "revenue_scale": "$37.34B",
        "roic": "2.98%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sap/",
        "ticker": "SAP",
        "timestamp": "2026-06-26T13:41:28.976928+00:00",
        "valuation_score": null
      },
      "source_id": "E2060",
      "source_type": "fundamentals",
      "ticker": "SAP",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:28.976928+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sap/"
    },
    {
      "claim": "CAT fundamentals snapshot: PE 51.69; market cap/assets $486.86B; revenue scale $70.75B; revenue QoQ -8.98%; revenue YoY 11.85%; gross margin 35.08%; net margin 14.64%; ROIC 12.26%; engine score health 49.29 / valuation 11.11.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Caterpillar Inc. provides construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives in the United States and internationally. The Construction Industries segment offers asphalt pavers, cold planers, co...",
        "gross_margin": "35.08%",
        "health_score": "49.29",
        "market_cap": "$486.86B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "51.69",
        "revenue_growth_qoq": "-8.98%",
        "revenue_growth_yoy": "11.85%",
        "revenue_scale": "$70.75B",
        "roic": "12.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "11.11"
      },
      "source_id": "E2061",
      "source_type": "fundamentals",
      "ticker": "CAT",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/"
    },
    {
      "claim": "DELL fundamentals snapshot: PE 31.60; market cap/assets $265.73B; revenue scale $134.00B; revenue QoQ 31.35%; revenue YoY 38.75%; gross margin 17.75%; net margin 7.84%; ROIC 9.31%; engine score health 56.43 / valuation 57.14.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Dell Technologies Inc. designs, develops, manufactures, markets, sells, and supports various comprehensive and integrated solutions, products, and services in the Americas, Europe, the Middle East, Asia, and internationally. The company operates through Infrastructure Solutions...",
        "gross_margin": "17.75%",
        "health_score": "56.43",
        "market_cap": "$265.73B",
        "name": "Dell Technologies Inc.",
        "net_margin": "7.84%",
        "pe_ratio": "31.60",
        "revenue_growth_qoq": "31.35%",
        "revenue_growth_yoy": "38.75%",
        "revenue_scale": "$134.00B",
        "roic": "9.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/",
        "ticker": "DELL",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "57.14"
      },
      "source_id": "E2062",
      "source_type": "fundamentals",
      "ticker": "DELL",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/"
    },
    {
      "claim": "NVDA fundamentals snapshot: PE 29.68; market cap/assets $4.74T; revenue scale $253.49B; revenue QoQ 19.80%; revenue YoY 70.68%; gross margin 74.93%; net margin 71.46%; ROIC 62.54%; engine score health 86.52 / valuation 80.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "74.93%",
        "health_score": "86.52",
        "market_cap": "$4.74T",
        "name": "NVIDIA Corporation",
        "net_margin": "71.46%",
        "pe_ratio": "29.68",
        "revenue_growth_qoq": "19.80%",
        "revenue_growth_yoy": "70.68%",
        "revenue_scale": "$253.49B",
        "roic": "62.54%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "NVDA",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "80.00"
      },
      "source_id": "E2063",
      "source_type": "fundamentals",
      "ticker": "NVDA",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "BE fundamentals snapshot: PE 11759.94; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ -3.4%; revenue YoY 130.37%; gross margin 30.03%; net margin 9.81%; ROIC 4.46%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "30.03%",
        "health_score": null,
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "11759.94",
        "revenue_growth_qoq": "-3.4%",
        "revenue_growth_yoy": "130.37%",
        "revenue_scale": "$2.45B",
        "roic": "4.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-06-26T13:41:30.662191+00:00",
        "valuation_score": null
      },
      "source_id": "E2064",
      "source_type": "fundamentals",
      "ticker": "BE",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:30.662191+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/"
    },
    {
      "claim": "VIAV fundamentals snapshot: PE n/a; market cap/assets $12.49B; revenue scale $1.37B; revenue QoQ +10.2%; revenue YoY 42.84%; gross margin 57.55%; net margin 1.57%; ROIC 0.67%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Viavi Solutions Inc. provides network test, monitoring, and assurance solutions for telecommunications, cloud, enterprises, first responders, military, aerospace, and critical infrastructures in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It operates in...",
        "gross_margin": "57.55%",
        "health_score": null,
        "market_cap": "$12.49B",
        "name": "Viavi Solutions Inc.",
        "net_margin": "1.57%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+10.2%",
        "revenue_growth_yoy": "42.84%",
        "revenue_scale": "$1.37B",
        "roic": "0.67%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/viav/",
        "ticker": "VIAV",
        "timestamp": "2026-06-26T13:41:30.637050+00:00",
        "valuation_score": null
      },
      "source_id": "E2065",
      "source_type": "fundamentals",
      "ticker": "VIAV",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:30.637050+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/viav/"
    },
    {
      "claim": "SATS fundamentals snapshot: PE n/a; market cap/assets $28.32B; revenue scale $14.80B; revenue QoQ -3.39%; revenue YoY -5.60%; gross margin 30.87%; net margin -4.01%; ROIC 0.78%; engine score health 25.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "EchoStar Corporation provides pay-tv services in the United States, Mexico, Canada, South and Central America, Asia, Africa, Australia, Europe, India, and the Middle East. The Pay-TV segment offers a direct broadcast and fixed satellite, owned and leased satellites, leased fiber...",
        "gross_margin": "30.87%",
        "health_score": "25.00",
        "market_cap": "$28.32B",
        "name": "EchoStar Corporation",
        "net_margin": "-4.01%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-3.39%",
        "revenue_growth_yoy": "-5.60%",
        "revenue_scale": "$14.80B",
        "roic": "0.78%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sats/",
        "ticker": "SATS",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2066",
      "source_type": "fundamentals",
      "ticker": "SATS",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sats/"
    },
    {
      "claim": "IONQ fundamentals snapshot: PE 53.74; market cap/assets $17.60B; revenue scale $187.12M; revenue QoQ +4.5%; revenue YoY 754.72%; gross margin 23.84%; net margin 1244.22%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "IonQ, Inc. develops quantum computing systems in the United States, Switzerland, and Internationally. It sells access to quantum computers of various qubit capacities. The company also makes access to its quantum computers through cloud platforms, such as Amazon Web Services (AW...",
        "gross_margin": "23.84%",
        "health_score": null,
        "market_cap": "$17.60B",
        "name": "IonQ, Inc.",
        "net_margin": "1244.22%",
        "pe_ratio": "53.74",
        "revenue_growth_qoq": "+4.5%",
        "revenue_growth_yoy": "754.72%",
        "revenue_scale": "$187.12M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ionq/",
        "ticker": "IONQ",
        "timestamp": "2026-06-26T13:41:30.897459+00:00",
        "valuation_score": null
      },
      "source_id": "E2067",
      "source_type": "fundamentals",
      "ticker": "IONQ",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:30.897459+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ionq/"
    },
    {
      "claim": "TER fundamentals snapshot: PE 86.51; market cap/assets $73.88B; revenue scale $3.79B; revenue QoQ 18.38%; revenue YoY 30.32%; gross margin 60.89%; net margin 31.10%; ROIC 22.99%; engine score health 56.10 / valuation 26.67.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Teradyne, Inc. engages in the design, development, manufacture, and sale of automated test systems and robotics products in the United States, Asia Pacific, Europe, the Middle East, and Africa. The company operates through Semiconductor Test, Robotics, and Other segments. The Se...",
        "gross_margin": "60.89%",
        "health_score": "56.10",
        "market_cap": "$73.88B",
        "name": "Teradyne, Inc.",
        "net_margin": "31.10%",
        "pe_ratio": "86.51",
        "revenue_growth_qoq": "18.38%",
        "revenue_growth_yoy": "30.32%",
        "revenue_scale": "$3.79B",
        "roic": "22.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ter/",
        "ticker": "TER",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "26.67"
      },
      "source_id": "E2068",
      "source_type": "fundamentals",
      "ticker": "TER",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ter/"
    },
    {
      "claim": "NBIS fundamentals snapshot: PE 74.83; market cap/assets $61.53B; revenue scale $877.90M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$61.53B",
        "name": "Nebius Group N.V.",
        "net_margin": null,
        "pe_ratio": "74.83",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$877.90M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-06-26T13:41:33.411278+00:00",
        "valuation_score": null
      },
      "source_id": "E2069",
      "source_type": "fundamentals",
      "ticker": "NBIS",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:33.411278+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/"
    },
    {
      "claim": "LRCX fundamentals snapshot: PE 74.91; market cap/assets $502.49B; revenue scale $21.68B; revenue QoQ 9.29%; revenue YoY 26.53%; gross margin 49.83%; net margin 31.25%; ROIC 35.72%; engine score health 67.90 / valuation 40.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Lam Research Corporation designs, manufactures, markets, refurbishes, and services semiconductor processing equipment used in the fabrication of integrated circuits in the United States, China, Korea, Taiwan, Japan, Southeast Asia, and Europe. The company offers ALTUS systems to...",
        "gross_margin": "49.83%",
        "health_score": "67.90",
        "market_cap": "$502.49B",
        "name": "Lam Research Corporation",
        "net_margin": "31.25%",
        "pe_ratio": "74.91",
        "revenue_growth_qoq": "9.29%",
        "revenue_growth_yoy": "26.53%",
        "revenue_scale": "$21.68B",
        "roic": "35.72%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/",
        "ticker": "LRCX",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "40.00"
      },
      "source_id": "E2070",
      "source_type": "fundamentals",
      "ticker": "LRCX",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lrcx/"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 97.38; market cap/assets $246.05B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 43.52 / valuation 20.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "health_score": "43.52",
        "market_cap": "$246.05B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "97.38",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-06-25T00:00:00+00:00",
        "valuation_score": "20.00"
      },
      "source_id": "E2071",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/"
    },
    {
      "claim": "FIX fundamentals snapshot: PE 54.60; market cap/assets $66.61B; revenue scale $10.14B; revenue QoQ 8.29%; revenue YoY 38.43%; gross margin 26.33%; net margin 12.93%; ROIC 22.92%; engine score health 86.67 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Comfort Systems USA, Inc., together with its subsidiaries, provides mechanical and electrical installation, renovation, maintenance, repair, and replacement services for the mechanical and electrical services industry in the United States. The company operates through two segmen...",
        "gross_margin": "26.33%",
        "health_score": "86.67",
        "market_cap": "$66.61B",
        "name": "Comfort Systems USA, Inc.",
        "net_margin": "12.93%",
        "pe_ratio": "54.60",
        "revenue_growth_qoq": "8.29%",
        "revenue_growth_yoy": "38.43%",
        "revenue_scale": "$10.14B",
        "roic": "22.92%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fix/",
        "ticker": "FIX",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2072",
      "source_type": "fundamentals",
      "ticker": "FIX",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fix/"
    },
    {
      "claim": "GWRE fundamentals snapshot: PE 62.90; market cap/assets $11.90B; revenue scale $1.42B; revenue QoQ +3.7%; revenue YoY 26.93%; gross margin 63.52%; net margin 4.42%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Guidewire Software, Inc. provides a platform for property and casualty (P&C) insurers worldwide. It offers Guidewire InsuranceSuite, such as PolicyCenter, ClaimCenter, and BillingCenter applications. The company also provides Guidewire InsuranceNow, a cloud-based application tha...",
        "gross_margin": "63.52%",
        "health_score": null,
        "market_cap": "$11.90B",
        "name": "Guidewire Software, Inc.",
        "net_margin": "4.42%",
        "pe_ratio": "62.90",
        "revenue_growth_qoq": "+3.7%",
        "revenue_growth_yoy": "26.93%",
        "revenue_scale": "$1.42B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gwre/",
        "ticker": "GWRE",
        "timestamp": "2026-06-26T13:41:33.970461+00:00",
        "valuation_score": null
      },
      "source_id": "E2073",
      "source_type": "fundamentals",
      "ticker": "GWRE",
      "tier": 2,
      "timestamp": "2026-06-26T13:41:33.970461+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260625-223723-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gwre/"
    }
  ],
  "generated_at": "2026-06-26T13:41:42.830708+00:00",
  "market_regime": "Mixed regime; prioritize evidence-backed dispersion and keep hedge candidates visible.",
  "metadata": {
    "activation_score_weights": {
      "catalyst_quality": 30,
      "price_action": 30,
      "tradability": 10,
      "volume_confirmation": 30
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    "advice_boundary": "attention priority only; no deterministic buy/sell advice",
    "attention_grade_policy": "ranked_activation_score",
    "attention_grade_targets": {
      "A": 10,
      "B": 15,
      "S": 5
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    "candidate_count_before_card_cap": 150,
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    "locale": "zh",
    "market_data_provider": "YahooChartMarketDataProvider",
    "news_provider": "CompositeNewsProvider",
    "provider": "yahoo",
    "quote_refresh_seconds": 600,
    "quotes_provider": "YahooRealtimeQuoteProvider",
    "universe": "eligible_5b",
    "universe_size": 1119,
    "quotes_updated_at": "2026-06-26T13:41:44.862853+00:00"
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  "session": "premarket"
}