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        "rawOutput": "{\n  \"model\": \"EquityResearch_ADI_Base\",\n  \"as_of\": \"2026-04-08T20:00:02.000Z\",\n  \"ticker\": \"ADI\",\n  \"currency\": \"USD\",\n  \"current_price\": 346.21,\n  \"target_price_6m\": 350.0,\n  \"target_price_12m\": 355.0,\n  \"recommendation\": \"HOLD\",\n  \"confidence\": 0.65,\n  \"thesis_bullets\": [\n    \"Premium valuation at 30.5x forward P/E fully prices in the expected cyclical recovery.\",\n    \"Gross margins of 64.7% demonstrate exceptional pricing power and product stickiness.\",\n    \"Industrial and automotive end-markets provide long-term secular tailwinds for analog chips.\",\n    \"Healthy balance sheet with 0.20 D/E supports consistent dividend growth and buybacks.\",\n    \"Near-term upside is limited until industrial inventory digestion completely normalizes.\"\n  ],\n  \"key_drivers\": [\n    {\n      \"driver\": \"Industrial inventory digestion\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Automotive EV/ADAS content growth\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Gross margin resilience\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Capital return program\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Macroeconomic interest rate environment\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Edge AI power management demand\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    }\n  ],\n  \"risks\": [\n    \"Prolonged inventory correction in industrial and auto end-markets.\",\n    \"High valuation multiple leaves little room for execution missteps.\",\n    \"Geopolitical tensions impacting semiconductor supply chains and China revenue.\",\n    \"Intensifying competition from Texas Instruments in analog pricing.\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.08,\n    \"ebit_margin_target\": 0.35,\n    \"wacc\": 0.085,\n    \"terminal_multiple\": 25.0\n  },\n  \"scenarios\": {\n    \"bear\": {\n      \"target_price\": 280.0,\n      \"prob\": 0.3,\n      \"notes\": \"Prolonged industrial slump and pricing pressure compress margins.\"\n    },\n    \"base\": {\n      \"target_price\": 355.0,\n      \"prob\": 0.5,\n      \"notes\": \"Steady recovery in core markets with margins stabilizing at historical averages.\"\n    },\n    \"bull\": {\n      \"target_price\": 410.0,\n      \"prob\": 0.2,\n      \"notes\": \"Rapid AI edge adoption and auto rebound drive significant earnings beat.\"\n    }\n  },\n  \"method_notes\": \"Valuation based on 25x terminal multiple on normalized FCF. Probability-weighted scenarios yield a target of $343.50, implying a -0.8% return, supporting a HOLD recommendation given the stretched forward multiples. Not investment advice.\"\n}",
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            "Healthy balance sheet with 0.20 D/E supports consistent dividend growth and buybacks.",
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