{ "run": { "id": "cmnr0l48r01pop658n22ia8i2", "region": "US", "assetId": "cmnr0l47601pkp658y4a5oxq9", "ticker": "AIG", "snapshotId": "cmnr0l48801pmp658tvb1umow", "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux", "createdAt": "2026-04-09T05:06:15.865Z", "promptTemplate": { "id": "cmnqt07si0005lm3jzpxuu1ux", "name": "Oficial 08.apr.2026", "version": 1 }, "snapshot": { "id": "cmnr0l48801pmp658tvb1umow", "assetId": "cmnr0l47601pkp658y4a5oxq9", "asOf": "2026-04-08T20:00:03.000Z", "snapshot": { "asOf": "2026-04-08T20:00:03.000Z", "quote": { "asOf": "2026-04-08T20:00:03.000Z", "open": null, "price": 77.43, "dayLow": 75.57, "volume": 1978725, "dayHigh": 77.62, "currency": "USD", "prevClose": 76.17, "week52Low": 71.25, "week52High": 87.46 }, "fundamentals": { "pe": 15.6113138686131, "beta": 0.830477682615504, "epsTTM": 5.48, "fcfTTM": -394000000, "growth": { "epsYoy": 3.502283105022831, "revenueYoy": -0.01746724890829694 }, "sector": "Fire, Marine & Casualty Insurance", "margins": { "net": -0.1096117012014626, "gross": null, "operating": 0 }, "website": "https://aig.com/", "industry": "Financial services", "pegRatio": -0.0445746771476698, "ebitdaTTM": 7277000000, "forwardPe": 10.9539052496799, "marketCap": 47910000000, "totalCash": 1863000000, "totalDebt": 310000000, "debtEquity": 0.223413306108559, "quickRatio": null, "revenueTTM": 11486000000, "companyName": "AMERICAN INTERNATIONAL GROUP, INC.", "priceToBook": 1.1744431528983, "currentRatio": null, "dividendYield": 0.0201893040748266, "returnOnAssets": -0.002313823579681725, "returnOnEquity": 0.075257055348939, "analystOpinions": null, "businessSummary": "American International Group, Inc. (AIG) is an American multinational finance and insurance corporation with operations in more than 80 countries and jurisdictions.: 8 As of 2023, AIG employed 25,200 people. The company operates through three core businesses: general insurance, life & retirement, and a standalone technology-enabled subsidiary. General Insurance includes Commercial, Personal Insurance, U.S. and International field operations. Life & Retirement includes Group Retirement, Individual Retirement, Life, and Institutional Markets. AIG is the title sponsor of the AIG Women's Open golf tournament. In 2023, for the sixth consecutive year, DiversityInc named AIG among the Top 50 Companies for Diversity list.", "enterpriseValue": 56188429059.6, "analystTargetLow": null, "analystTargetHigh": null, "analystTargetMean": null, "fullTimeEmployees": 22100, "sharesOutstanding": 536559663, "enterpriseToEbitda": 7.721372689240071, "analystTargetMedian": null, "enterpriseToRevenue": 4.89190571648964, "operatingCashflowTTM": 3314000000, "analystRecommendationKey": null } }, "createdAt": "2026-04-09T05:06:15.849Z" }, "results": [ { "id": "cmnr0l48t01pqp658sa2qt74p", "runId": "cmnr0l48r01pop658n22ia8i2", "modelId": "anthropic", "status": "SUCCESS", "rawOutput": "{\"model\":\"AI Equity Research Model v1.0\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"AIG\",\"currency\":\"USD\",\"current_price\":77.43,\"target_price_6m\":82.5,\"target_price_12m\":86.0,\"recommendation\":\"BUY\",\"confidence\":0.6,\"thesis_bullets\":[\"Forward P/E of ~11x signals meaningful earnings expansion ahead\",\"P/B of 1.17x is undemanding for an improving insurer profile\",\"Ongoing Corebridge deconsolidation unlocks capital for buybacks\",\"Share repurchase program continues to shrink float and boost EPS\",\"Underwriting discipline improving but ROE still below cost of equity\"],\"key_drivers\":[{\"driver\":\"General insurance combined ratio improvement\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Corebridge Financial stake monetization and capital return\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Aggressive share buyback program accretive to EPS\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Hardening commercial P&C pricing environment\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Negative net margin and negative FCF TTM signal legacy drag\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"ROE at 7.5% still below estimated cost of equity\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Revenue declining YoY by ~1.7% reflects portfolio pruning\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Low debt/equity of 0.22 provides balance sheet flexibility\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Potential catastrophe loss volatility in general insurance\",\"impact\":\"MED\",\"direction\":\"NEG\"}],\"risks\":[\"Catastrophe losses from climate events could spike combined ratio\",\"Slower-than-expected Corebridge monetization limits capital return\",\"Reserve development charges from legacy liabilities\",\"Regulatory or rating agency actions constraining buybacks\",\"Macro recession reducing commercial insurance demand\"],\"assumptions\":{\"revenue_cagr_3y\":0.03,\"ebit_margin_target\":0.10,\"wacc\":0.095,\"terminal_multiple\":12.0},\"scenarios\":{\"bear\":{\"target_price\":66.0,\"prob\":0.2,\"notes\":\"Cat losses spike and ROE stalls below 7%, P/B compresses to ~1x.\"},\"base\":{\"target_price\":86.0,\"prob\":0.55,\"notes\":\"Steady underwriting improvement, ROE approaches 10%, buybacks support EPS.\"},\"bull\":{\"target_price\":98.0,\"prob\":0.25,\"notes\":\"Strong pricing cycle, rapid Corebridge monetization, ROE exceeds 11%.\"}},\"method_notes\":\"Valuation anchored on forward earnings power (~$7 EPS) at normalized 12x P/E, cross-checked with P/B of 1.17x vs improving ROE trajectory. Revenue_cagr_3y reflects premium growth net of portfolio optimization. ebit_margin_target proxies target ROE of 10%. Negative FCF and net margin likely reflect legacy items/Corebridge deconsolidation effects. Sell-side targets reviewed but not used as numeric inputs. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "AI Equity Research Model v1.0", "risks": [ "Catastrophe losses from climate events could spike combined ratio", "Slower-than-expected Corebridge monetization limits capital return", "Reserve development charges from legacy liabilities", "Regulatory or rating agency actions constraining buybacks", "Macro recession reducing commercial insurance demand" ], "ticker": "AIG", "currency": "USD", "scenarios": { "base": { "prob": 0.55, "notes": "Steady underwriting improvement, ROE approaches 10%, buybacks support EPS.", "target_price": 86 }, "bear": { "prob": 0.2, "notes": "Cat losses spike and ROE stalls below 7%, P/B compresses to ~1x.", "target_price": 66 }, "bull": { "prob": 0.25, "notes": "Strong pricing cycle, rapid Corebridge monetization, ROE exceeds 11%.", "target_price": 98 } }, "confidence": 0.6, "assumptions": { "wacc": 0.095, "revenue_cagr_3y": 0.03, "terminal_multiple": 12, "ebit_margin_target": 0.1 }, "key_drivers": [ { "driver": "General insurance combined ratio improvement", "impact": "HIGH", "direction": "POS" }, { "driver": "Corebridge Financial stake monetization and capital return", "impact": "HIGH", "direction": "POS" }, { "driver": "Aggressive share buyback program accretive to EPS", "impact": "HIGH", "direction": "POS" }, { "driver": "Hardening commercial P&C pricing environment", "impact": "MED", "direction": "POS" }, { "driver": "Negative net margin and negative FCF TTM signal legacy drag", "impact": "HIGH", "direction": "NEG" }, { "driver": "ROE at 7.5% still below estimated cost of equity", "impact": "MED", "direction": "NEG" }, { "driver": "Revenue declining YoY by ~1.7% reflects portfolio pruning", "impact": "MED", "direction": "NEG" }, { "driver": "Low debt/equity of 0.22 provides balance sheet flexibility", "impact": "MED", "direction": "POS" }, { "driver": "Potential catastrophe loss volatility in general insurance", "impact": "MED", "direction": "NEG" } ], "method_notes": "Valuation anchored on forward earnings power (~$7 EPS) at normalized 12x P/E, cross-checked with P/B of 1.17x vs improving ROE trajectory. Revenue_cagr_3y reflects premium growth net of portfolio optimization. ebit_margin_target proxies target ROE of 10%. Negative FCF and net margin likely reflect legacy items/Corebridge deconsolidation effects. Sell-side targets reviewed but not used as numeric inputs. Not investment advice.", "current_price": 77.43, "recommendation": "BUY", "thesis_bullets": [ "Forward P/E of ~11x signals meaningful earnings expansion ahead", "P/B of 1.17x is undemanding for an improving insurer profile", "Ongoing Corebridge deconsolidation unlocks capital for buybacks", "Share repurchase program continues to shrink float and boost EPS", "Underwriting discipline improving but ROE still below cost of equity" ], "target_price_6m": 82.5, "target_price_12m": 86 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "anthropic", "webSearch": { "enabled": false, "maxToolCalls": 2, "disabledReason": null }, "pauseTurns": 0, "stopReason": "end_turn" }, "sanityIssues": [] }, "latencyMs": 35645, "createdAt": "2026-04-09T05:06:15.865Z", "usage": { "inputTokens": 3651, "outputTokens": 1656, "costUsd": 0.059655 } }, { "id": "cmnr0l48t01ptp658y1bdquxo", "runId": "cmnr0l48r01pop658n22ia8i2", "modelId": "deepseek.reasoner", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AI_Equity_Research_v1\",\n \"as_of\": \"2026-04-08T20:00:03.000Z\",\n \"ticker\": \"AIG\",\n \"currency\": \"USD\",\n \"current_price\": 77.43,\n \"target_price_6m\": 80.0,\n \"target_price_12m\": 84.0,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.65,\n \"thesis_bullets\": [\n \"Modest earnings growth supported by forward P/E compression.\",\n \"Strong EBITDA margins offset by negative net margin concerns.\",\n \"Stable insurance business with global diversification.\",\n \"Low debt levels and healthy balance sheet provide flexibility.\",\n \"Mixed signals from slight revenue decline and EPS growth.\"\n ],\n \"key_drivers\": [\n { \"driver\": \"Earnings per share growth\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Forward P/E ratio expansion\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Revenue growth stability\", \"impact\": \"LOW\", \"direction\": \"NEG\" },\n { \"driver\": \"Net margin improvement target\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Industry competition intensity\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"Interest rate environment\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Regulatory changes\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"Global economic conditions\", \"impact\": \"MED\", \"direction\": \"NEG\" }\n ],\n \"risks\": [\n \"Economic downturn increasing insurance claims\",\n \"Regulatory scrutiny raising operational costs\",\n \"Failure to achieve net margin targets\",\n \"Catastrophic events impacting underwriting profits\",\n \"Interest rate volatility affecting investment income\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.02,\n \"ebit_margin_target\": 0.1,\n \"wacc\": 0.08,\n \"terminal_multiple\": 12.0\n },\n \"scenarios\": {\n \"bear\": { \"target_price\": 70.0, \"prob\": 0.2, \"notes\": \"Earnings disappoint and multiple contracts.\" },\n \"base\": { \"target_price\": 84.0, \"prob\": 0.6, \"notes\": \"Steady growth and stable multiples.\" },\n \"bull\": { \"target_price\": 95.0, \"prob\": 0.2, \"notes\": \"Strong earnings beat and multiple expansion.\" }\n },\n \"method_notes\": \"Valuation based on earnings growth and P/E multiple. BUY due to 8.5% expected upside from current price. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "AI_Equity_Research_v1", "risks": [ "Economic downturn increasing insurance claims", "Regulatory scrutiny raising operational costs", "Failure to achieve net margin targets", "Catastrophic events impacting underwriting profits", "Interest rate volatility affecting investment income" ], "ticker": "AIG", "currency": "USD", "scenarios": { "base": { "prob": 0.6, "notes": "Steady growth and stable multiples.", "target_price": 84 }, "bear": { "prob": 0.2, "notes": "Earnings disappoint and multiple contracts.", "target_price": 70 }, "bull": { "prob": 0.2, "notes": "Strong earnings beat and multiple expansion.", "target_price": 95 } }, "confidence": 0.65, "assumptions": { "wacc": 0.08, "revenue_cagr_3y": 0.02, "terminal_multiple": 12, "ebit_margin_target": 0.1 }, "key_drivers": [ { "driver": "Earnings per share growth", "impact": "HIGH", "direction": "POS" }, { "driver": "Forward P/E ratio expansion", "impact": "MED", "direction": "POS" }, { "driver": "Revenue growth stability", "impact": "LOW", "direction": "NEG" }, { "driver": "Net margin improvement target", "impact": "HIGH", "direction": "POS" }, { "driver": "Industry competition intensity", "impact": "MED", "direction": "NEG" }, { "driver": "Interest rate environment", "impact": "MED", "direction": "POS" }, { "driver": "Regulatory changes", "impact": "MED", "direction": "NEG" }, { "driver": "Global economic conditions", "impact": "MED", "direction": "NEG" } ], "method_notes": "Valuation based on earnings growth and P/E multiple. BUY due to 8.5% expected upside from current price. Not investment advice.", "current_price": 77.43, "recommendation": "BUY", "thesis_bullets": [ "Modest earnings growth supported by forward P/E compression.", "Strong EBITDA margins offset by negative net margin concerns.", "Stable insurance business with global diversification.", "Low debt levels and healthy balance sheet provide flexibility.", "Mixed signals from slight revenue decline and EPS growth." ], "target_price_6m": 80, "target_price_12m": 84 }, "errorsJson": { "attempts": [], "providerMeta": { "endpoint": "https://api.deepseek.com/v1/chat/completions", "provider": "deepseek", "webSearch": { "enabled": false, "supported": false }, "responseFormat": "json_object" }, "sanityIssues": [] }, "latencyMs": 340, "createdAt": "2026-04-09T05:06:15.865Z", "usage": { "inputTokens": 2154, "outputTokens": 3658, "costUsd": 0.002139 } }, { "id": "cmnr0l48t01prp658eecaonzn", "runId": "cmnr0l48r01pop658n22ia8i2", "modelId": "gemini.3-pro", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AIG Equity Research Model\",\n \"as_of\": \"2026-04-08T20:00:03.000Z\",\n \"ticker\": \"AIG\",\n \"currency\": \"USD\",\n \"current_price\": 77.43,\n \"target_price_6m\": 81.00,\n \"target_price_12m\": 85.00,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.65,\n \"thesis_bullets\": [\n \"Corebridge sell-down simplifies AIG into a pure-play global property and casualty insurer.\",\n \"General Insurance underwriting profitability continues to improve with lower combined ratios.\",\n \"Capital returns via share buybacks provide a strong floor for EPS growth.\",\n \"Forward P/E of 10.9x and P/B of 1.17x offer an attractive valuation entry point.\",\n \"Elevated catastrophe losses and macro volatility remain key headwinds to ROE expansion.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"General Insurance Combined Ratio\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Corebridge Sell-down Proceeds\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Global Catastrophe Losses\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Share Repurchase Program\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Net Investment Income\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Commercial Pricing Cycle\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Reserve Development\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n }\n ],\n \"risks\": [\n \"Higher-than-expected natural catastrophe losses impacting underwriting margins.\",\n \"Adverse prior-year reserve development in long-tail casualty lines.\",\n \"Macroeconomic slowdown reducing commercial insurance exposure and premium growth.\",\n \"Lower interest rates compressing net investment income yields.\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.03,\n \"ebit_margin_target\": 0.12,\n \"wacc\": 0.09,\n \"terminal_multiple\": 1.2\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 65.00,\n \"prob\": 0.25,\n \"notes\": \"Elevated cat losses and adverse reserve development compress ROE below 6%.\"\n },\n \"base\": {\n \"target_price\": 85.00,\n \"prob\": 0.60,\n \"notes\": \"Underwriting margins stabilize and buybacks drive EPS growth, achieving 9% ROE.\"\n },\n \"bull\": {\n \"target_price\": 100.00,\n \"prob\": 0.15,\n \"notes\": \"Hard market persists, combined ratio drops below 90%, and P/B re-rates to 1.4x.\"\n }\n },\n \"method_notes\": \"Valuation based on a target P/B of 1.25x and 12x forward P/E, reflecting improved underwriting and Corebridge separation. Recommendation is BUY due to ~10% upside. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "AIG Equity Research Model", "risks": [ "Higher-than-expected natural catastrophe losses impacting underwriting margins.", "Adverse prior-year reserve development in long-tail casualty lines.", "Macroeconomic slowdown reducing commercial insurance exposure and premium growth.", "Lower interest rates compressing net investment income yields." ], "ticker": "AIG", "currency": "USD", "scenarios": { "base": { "prob": 0.6, "notes": "Underwriting margins stabilize and buybacks drive EPS growth, achieving 9% ROE.", "target_price": 85 }, "bear": { "prob": 0.25, "notes": "Elevated cat losses and adverse reserve development compress ROE below 6%.", "target_price": 65 }, "bull": { "prob": 0.15, "notes": "Hard market persists, combined ratio drops below 90%, and P/B re-rates to 1.4x.", "target_price": 100 } }, "confidence": 0.65, "assumptions": { "wacc": 0.09, "revenue_cagr_3y": 0.03, "terminal_multiple": 1.2, "ebit_margin_target": 0.12 }, "key_drivers": [ { "driver": "General Insurance Combined Ratio", "impact": "HIGH", "direction": "POS" }, { "driver": "Corebridge Sell-down Proceeds", "impact": "MED", "direction": "POS" }, { "driver": "Global Catastrophe Losses", "impact": "HIGH", "direction": "NEG" }, { "driver": "Share Repurchase Program", "impact": "MED", "direction": "POS" }, { "driver": "Net Investment Income", "impact": "MED", "direction": "POS" }, { "driver": "Commercial Pricing Cycle", "impact": "MED", "direction": "POS" }, { "driver": "Reserve Development", "impact": "HIGH", "direction": "NEG" } ], "method_notes": "Valuation based on a target P/B of 1.25x and 12x forward P/E, reflecting improved underwriting and Corebridge separation. Recommendation is BUY due to ~10% upside. Not investment advice.", "current_price": 77.43, "recommendation": "BUY", "thesis_bullets": [ "Corebridge sell-down simplifies AIG into a pure-play global property and casualty insurer.", "General Insurance underwriting profitability continues to improve with lower combined ratios.", "Capital returns via share buybacks provide a strong floor for EPS growth.", "Forward P/E of 10.9x and P/B of 1.17x offer an attractive valuation entry point.", "Elevated catastrophe losses and macro volatility remain key headwinds to ROE expansion." ], "target_price_6m": 81, "target_price_12m": 85 }, "errorsJson": { "attempts": [], "providerMeta": { "model": "gemini-3-pro-preview", "provider": "gemini", "webSearch": { "used": false, "allowed": false, "enabled": false, "requested": false, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 19781, "createdAt": "2026-04-09T05:06:15.865Z", "usage": { "inputTokens": 2480, "outputTokens": 871, "costUsd": 0.015412 } }, { "id": "cmnr0l48t01ppp65832us59ls", "runId": "cmnr0l48r01pop658n22ia8i2", "modelId": "openai.gpt-5.4", "status": "SUCCESS", "rawOutput": "{\"model\":\"AI Model Recommendation\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"AIG\",\"currency\":\"USD\",\"current_price\":77.43,\"target_price_6m\":79.5,\"target_price_12m\":81,\"recommendation\":\"HOLD\",\"confidence\":0.64,\"thesis_bullets\":[\"Valuation looks reasonable near 1.17x book and 11x forward earnings.\",\"Capital returns support per-share value despite modest top-line pressure.\",\"Underwriting discipline can offset soft revenue and catastrophe volatility.\",\"Balance sheet leverage is low, limiting financial risk.\",\"Fair-value upside appears limited without clearer ROE acceleration.\"],\"key_drivers\":[{\"driver\":\"Commercial pricing discipline\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Catastrophe loss experience\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Buybacks and dividends\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Investment income from rates\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Reserve development\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Expense efficiency\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Premium growth softness\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Capital adequacy\",\"impact\":\"LOW\",\"direction\":\"POS\"}],\"risks\":[\"Large catastrophe losses hurt earnings and book value.\",\"Adverse reserve development reduces confidence in earnings quality.\",\"Soft market pricing compresses underwriting margins.\",\"Rate cuts could slow investment income growth.\"],\"assumptions\":{\"revenue_cagr_3y\":0.02,\"ebit_margin_target\":0.16,\"wacc\":0.095,\"terminal_multiple\":1.2},\"scenarios\":{\"bear\":{\"target_price\":68,\"prob\":0.25,\"notes\":\"Loss-heavy year or reserve charges push valuation toward book value.\"},\"base\":{\"target_price\":81,\"prob\":0.5,\"notes\":\"Stable underwriting and capital returns keep shares near fair value.\"},\"bull\":{\"target_price\":92,\"prob\":0.25,\"notes\":\"Better ROE, benign cats, and stronger buybacks expand multiple modestly.\"}},\"method_notes\":\"Targets use earnings-power and P/B cross-checks, not sell-side targets; snapshot quote fields kept authoritative. Assumptions are valuation proxies for an insurer. Recommendation is HOLD since 12M upside is ~4.6%, within the neutral band; not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "AI Model Recommendation", "risks": [ "Large catastrophe losses hurt earnings and book value.", "Adverse reserve development reduces confidence in earnings quality.", "Soft market pricing compresses underwriting margins.", "Rate cuts could slow investment income growth." ], "ticker": "AIG", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Stable underwriting and capital returns keep shares near fair value.", "target_price": 81 }, "bear": { "prob": 0.25, "notes": "Loss-heavy year or reserve charges push valuation toward book value.", "target_price": 68 }, "bull": { "prob": 0.25, "notes": "Better ROE, benign cats, and stronger buybacks expand multiple modestly.", "target_price": 92 } }, "confidence": 0.64, "assumptions": { "wacc": 0.095, "revenue_cagr_3y": 0.02, "terminal_multiple": 1.2, "ebit_margin_target": 0.16 }, "key_drivers": [ { "driver": "Commercial pricing discipline", "impact": "HIGH", "direction": "POS" }, { "driver": "Catastrophe loss experience", "impact": "HIGH", "direction": "NEG" }, { "driver": "Buybacks and dividends", "impact": "HIGH", "direction": "POS" }, { "driver": "Investment income from rates", "impact": "MED", "direction": "POS" }, { "driver": "Reserve development", "impact": "MED", "direction": "NEG" }, { "driver": "Expense efficiency", "impact": "MED", "direction": "POS" }, { "driver": "Premium growth softness", "impact": "MED", "direction": "NEG" }, { "driver": "Capital adequacy", "impact": "LOW", "direction": "POS" } ], "method_notes": "Targets use earnings-power and P/B cross-checks, not sell-side targets; snapshot quote fields kept authoritative. Assumptions are valuation proxies for an insurer. Recommendation is HOLD since 12M upside is ~4.6%, within the neutral band; not investment advice.", "current_price": 77.43, "recommendation": "HOLD", "thesis_bullets": [ "Valuation looks reasonable near 1.17x book and 11x forward earnings.", "Capital returns support per-share value despite modest top-line pressure.", "Underwriting discipline can offset soft revenue and catastrophe volatility.", "Balance sheet leverage is low, limiting financial risk.", "Fair-value upside appears limited without clearer ROE acceleration." ], "target_price_6m": 79.5, "target_price_12m": 81 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "openai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "resp_09f59412692737730069d7353092ac8195b1634badb6bd58cf", "reasoningEffort": "medium", "structuredOutputs": { "used": true, "requested": true, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 19812, "createdAt": "2026-04-09T05:06:15.865Z", "usage": { "inputTokens": 2424, "outputTokens": 1020, "costUsd": 0.018522 } }, { "id": "cmnr0l48t01psp658hdiuku8c", "runId": "cmnr0l48r01pop658n22ia8i2", "modelId": "xai.grok-4.20-reasoning", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AI Equity Research Model\",\n \"as_of\": \"2026-04-08T20:00:03.000Z\",\n \"ticker\": \"AIG\",\n \"currency\": \"USD\",\n \"current_price\": 77.43,\n \"target_price_6m\": 82,\n \"target_price_12m\": 88,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.62,\n \"thesis_bullets\": [\n \"Trades at attractive 11x forward P/E versus history.\",\n \"Diversified across insurance and retirement businesses.\",\n \"Underwriting focus drives expected margin expansion.\",\n \"Dividend and buybacks support total shareholder return.\",\n \"Revenue softness and cat losses pose near-term risks.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Underwriting margin expansion\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Catastrophe loss frequency\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Premium revenue growth\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Interest rate environment\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Shareholder capital returns\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Regulatory developments\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Economic-driven insurance demand\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Operational cost efficiencies\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n }\n ],\n \"risks\": [\n \"Elevated catastrophe claims\",\n \"Persistent revenue declines\",\n \"Regulatory or litigation hits\",\n \"Interest rate volatility\",\n \"Intense industry competition\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.035,\n \"ebit_margin_target\": 0.15,\n \"wacc\": 0.09,\n \"terminal_multiple\": 12\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 65,\n \"prob\": 0.25,\n \"notes\": \"Higher cat losses and weak economy pressure earnings.\"\n },\n \"base\": {\n \"target_price\": 88,\n \"prob\": 0.5,\n \"notes\": \"Moderate growth and improved combined ratio drive value.\"\n },\n \"bull\": {\n \"target_price\": 110,\n \"prob\": 0.25,\n \"notes\": \"Strong underwriting and benign cat season boost results.\"\n }\n },\n \"method_notes\": \"Blended P/E and DCF using assumptions and snapshot fundamentals; 12M base implies ~14% upside. Consensus mentioned only in notes. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "AI Equity Research Model", "risks": [ "Elevated catastrophe claims", "Persistent revenue declines", "Regulatory or litigation hits", "Interest rate volatility", "Intense industry competition" ], "ticker": "AIG", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Moderate growth and improved combined ratio drive value.", "target_price": 88 }, "bear": { "prob": 0.25, "notes": "Higher cat losses and weak economy pressure earnings.", "target_price": 65 }, "bull": { "prob": 0.25, "notes": "Strong underwriting and benign cat season boost results.", "target_price": 110 } }, "confidence": 0.62, "assumptions": { "wacc": 0.09, "revenue_cagr_3y": 0.035, "terminal_multiple": 12, "ebit_margin_target": 0.15 }, "key_drivers": [ { "driver": "Underwriting margin expansion", "impact": "HIGH", "direction": "POS" }, { "driver": "Catastrophe loss frequency", "impact": "HIGH", "direction": "NEG" }, { "driver": "Premium revenue growth", "impact": "MED", "direction": "POS" }, { "driver": "Interest rate environment", "impact": "MED", "direction": "POS" }, { "driver": "Shareholder capital returns", "impact": "HIGH", "direction": "POS" }, { "driver": "Regulatory developments", "impact": "MED", "direction": "NEG" }, { "driver": "Economic-driven insurance demand", "impact": "MED", "direction": "POS" }, { "driver": "Operational cost efficiencies", "impact": "MED", "direction": "POS" } ], "method_notes": "Blended P/E and DCF using assumptions and snapshot fundamentals; 12M base implies ~14% upside. Consensus mentioned only in notes. Not investment advice.", "current_price": 77.43, "recommendation": "BUY", "thesis_bullets": [ "Trades at attractive 11x forward P/E versus history.", "Diversified across insurance and retirement businesses.", "Underwriting focus drives expected margin expansion.", "Dividend and buybacks support total shareholder return.", "Revenue softness and cat losses pose near-term risks." ], "target_price_6m": 82, "target_price_12m": 88 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "xai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "2a05198f-ef6a-9c2f-beb7-a398407c781b", "usedFallbackChatCompletions": false }, "sanityIssues": [] }, "latencyMs": 16940, "createdAt": "2026-04-09T05:06:15.865Z", "usage": { "inputTokens": 2765, "outputTokens": 3236, "costUsd": 0.056835 } } ] } }