{ "run": { "id": "cmnr14cf404l2p658qewr75l2", "region": "US", "assetId": "cmnr14cef04kyp65891jiezcl", "ticker": "JCI", "snapshotId": "cmnr14cem04l0p658uxgu1ea7", "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux", "createdAt": "2026-04-09T05:21:12.925Z", "promptTemplate": { "id": "cmnqt07si0005lm3jzpxuu1ux", "name": "Oficial 08.apr.2026", "version": 1 }, "snapshot": { "id": "cmnr14cem04l0p658uxgu1ea7", "assetId": "cmnr14cef04kyp65891jiezcl", "asOf": "2026-04-08T20:00:02.000Z", "snapshot": { "asOf": "2026-04-08T20:00:02.000Z", "quote": { "asOf": "2026-04-08T20:00:02.000Z", "open": null, "price": 139, "dayLow": 137.135, "volume": 3001238, "dayHigh": 140.575, "currency": "USD", "prevClose": 133.15, "week52Low": 69.99, "week52High": 146.49 }, "fundamentals": { "pe": 21.8154761904762, "beta": 1.04165891160185, "epsTTM": 5.04, "fcfTTM": 1899000000, "growth": { "epsYoy": 0.9920948616600792, "revenueYoy": -0.7543227665706052 }, "sector": "Air-Cond & Warm Air Heatg Equip & Comm & Indl Refrig Equip", "margins": { "net": 0.09039158185268242, "gross": 0.3577712609970675, "operating": null }, "website": "https://www.johnsoncontrols.com/", "industry": "Conglomerate", "pegRatio": 0.219893046860178, "ebitdaTTM": 4762000000, "forwardPe": 23.9542483660131, "marketCap": 52600000000, "totalCash": 552000000, "totalDebt": 9137000000, "debtEquity": 0.767231376189371, "quickRatio": 0.642034091991239, "revenueTTM": 5797000000, "companyName": "Johnson Controls International plc", "priceToBook": 1.8900102853526, "currentRatio": 0.994286258451576, "dividendYield": 0.01360488972295, "returnOnAssets": 0.01379564542031962, "returnOnEquity": 0.254583430030169, "analystOpinions": null, "businessSummary": "Johnson Controls International plc is an American-Irish multinational conglomerate headquartered in Cork, Ireland, that produces fire, HVAC, and security equipment for buildings. As of mid-2019, it employed 105,000 people in around 2,000 locations across six continents. In 2017 it was listed as 389th in the Fortune Global 500. It became ineligible for the Fortune 500 in subsequent years since it relocated its headquarters outside the U.S.", "enterpriseValue": 81204410000, "analystTargetLow": null, "analystTargetHigh": null, "analystTargetMean": null, "fullTimeEmployees": 87000, "sharesOutstanding": 612004462, "enterpriseToEbitda": 17.05258504829903, "analystTargetMedian": null, "enterpriseToRevenue": 14.00800586510264, "operatingCashflowTTM": 611000000, "analystRecommendationKey": null } }, "createdAt": "2026-04-09T05:21:12.910Z" }, "results": [ { "id": "cmnr14cf704l4p6585qm550lk", "runId": "cmnr14cf404l2p658qewr75l2", "modelId": "anthropic", "status": "SUCCESS", "rawOutput": "{\"model\":\"ai-equity-research-v1\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"JCI\",\"currency\":\"USD\",\"current_price\":139,\"target_price_6m\":144,\"target_price_12m\":150,\"recommendation\":\"BUY\",\"confidence\":0.58,\"thesis_bullets\":[\"Post-divestiture pure-play building solutions focus enhances margin profile\",\"Data center cooling demand provides secular growth tailwind\",\"FCF yield ~3.6% supports dividends and deleveraging post-transformation\",\"EV/EBITDA of 17x is reasonable for building technology peers\",\"Near 52-week high limits near-term upside; execution risk from portfolio restructuring\"],\"key_drivers\":[{\"driver\":\"Data center and AI-driven cooling demand acceleration\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Building decarbonization regulatory tailwinds\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Post-divestiture margin expansion from simplified portfolio\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Recurring service revenue growth in fire and security\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Share repurchases from divestiture proceeds\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Elevated net debt ($9.1B) constrains financial flexibility\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Commercial construction cycle sensitivity\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Tariff and supply chain cost pressures on equipment\",\"impact\":\"MED\",\"direction\":\"NEG\"}],\"risks\":[\"Macro slowdown reducing commercial HVAC and construction capex\",\"Integration/execution risk in post-divestiture operating model\",\"Rising interest rates increasing debt service on $9.1B total debt\",\"Competitive pressure from Trane, Carrier, and Honeywell\",\"Currency headwinds from global operations on Irish-domiciled entity\"],\"assumptions\":{\"revenue_cagr_3y\":0.06,\"ebit_margin_target\":0.18,\"wacc\":0.09,\"terminal_multiple\":18},\"scenarios\":{\"bear\":{\"target_price\":115,\"prob\":0.2,\"notes\":\"Construction downturn and margin miss drive multiple compression to 14x EV/EBITDA.\"},\"base\":{\"target_price\":150,\"prob\":0.55,\"notes\":\"Mid-single-digit organic growth and margin expansion support 17-18x EV/EBITDA.\"},\"bull\":{\"target_price\":178,\"prob\":0.25,\"notes\":\"Data center boom and aggressive cost synergies push margins above 20% and re-rate to 20x.\"}},\"method_notes\":\"Blended EV/EBITDA and P/E approach on post-divestiture financials. Revenue base of ~$5.8B reflects divested residential HVAC segment. Applied 6% organic CAGR, 18% target EBIT margin, 18x terminal EV/EBITDA. 12M target of $150 implies ~7.9% upside, qualifying as BUY per rubric. Confidence moderate (0.58) due to portfolio transition uncertainty and proximity to 52-wk high. Sell-side targets not used as numeric inputs. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "ai-equity-research-v1", "risks": [ "Macro slowdown reducing commercial HVAC and construction capex", "Integration/execution risk in post-divestiture operating model", "Rising interest rates increasing debt service on $9.1B total debt", "Competitive pressure from Trane, Carrier, and Honeywell", "Currency headwinds from global operations on Irish-domiciled entity" ], "ticker": "JCI", "currency": "USD", "scenarios": { "base": { "prob": 0.55, "notes": "Mid-single-digit organic growth and margin expansion support 17-18x EV/EBITDA.", "target_price": 150 }, "bear": { "prob": 0.2, "notes": "Construction downturn and margin miss drive multiple compression to 14x EV/EBITDA.", "target_price": 115 }, "bull": { "prob": 0.25, "notes": "Data center boom and aggressive cost synergies push margins above 20% and re-rate to 20x.", "target_price": 178 } }, "confidence": 0.58, "assumptions": { "wacc": 0.09, "revenue_cagr_3y": 0.06, "terminal_multiple": 18, "ebit_margin_target": 0.18 }, "key_drivers": [ { "driver": "Data center and AI-driven cooling demand acceleration", "impact": "HIGH", "direction": "POS" }, { "driver": "Building decarbonization regulatory tailwinds", "impact": "HIGH", "direction": "POS" }, { "driver": "Post-divestiture margin expansion from simplified portfolio", "impact": "MED", "direction": "POS" }, { "driver": "Recurring service revenue growth in fire and security", "impact": "MED", "direction": "POS" }, { "driver": "Share repurchases from divestiture proceeds", "impact": "MED", "direction": "POS" }, { "driver": "Elevated net debt ($9.1B) constrains financial flexibility", "impact": "MED", "direction": "NEG" }, { "driver": "Commercial construction cycle sensitivity", "impact": "HIGH", "direction": "NEG" }, { "driver": "Tariff and supply chain cost pressures on equipment", "impact": "MED", "direction": "NEG" } ], "method_notes": "Blended EV/EBITDA and P/E approach on post-divestiture financials. Revenue base of ~$5.8B reflects divested residential HVAC segment. Applied 6% organic CAGR, 18% target EBIT margin, 18x terminal EV/EBITDA. 12M target of $150 implies ~7.9% upside, qualifying as BUY per rubric. Confidence moderate (0.58) due to portfolio transition uncertainty and proximity to 52-wk high. Sell-side targets not used as numeric inputs. Not investment advice.", "current_price": 139, "recommendation": "BUY", "thesis_bullets": [ "Post-divestiture pure-play building solutions focus enhances margin profile", "Data center cooling demand provides secular growth tailwind", "FCF yield ~3.6% supports dividends and deleveraging post-transformation", "EV/EBITDA of 17x is reasonable for building technology peers", "Near 52-week high limits near-term upside; execution risk from portfolio restructuring" ], "target_price_6m": 144, "target_price_12m": 150 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "anthropic", "webSearch": { "enabled": false, "maxToolCalls": 2, "disabledReason": null }, "pauseTurns": 0, "stopReason": "end_turn" }, "sanityIssues": [] }, "latencyMs": 37523, "createdAt": "2026-04-09T05:21:12.925Z", "usage": { "inputTokens": 3643, "outputTokens": 1818, "costUsd": 0.063665 } }, { "id": "cmnr14cf704l7p658e6j9h7d7", "runId": "cmnr14cf404l2p658qewr75l2", "modelId": "deepseek.reasoner", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"DCF_and_Comparables_Analysis\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"JCI\",\n \"currency\": \"USD\",\n \"current_price\": 139,\n \"target_price_6m\": 145,\n \"target_price_12m\": 150,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.6,\n \"thesis_bullets\": [\n \"Robust EPS growth offsets recent revenue decline.\",\n \"Market leadership in HVAC and building solutions.\",\n \"Strong cash flow generation supports dividends.\",\n \"Valuation near historical averages with mixed signals.\",\n \"Balanced outlook with recovery potential and headwinds.\"\n ],\n \"key_drivers\": [\n { \"driver\": \"EPS Growth Trend\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Revenue Recovery Potential\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Debt Reduction Efforts\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Economic Sensitivity\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"Market Position Strength\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Cash Flow Stability\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Dividend Yield Support\", \"impact\": \"LOW\", \"direction\": \"POS\" }\n ],\n \"risks\": [\n \"Economic downturn reducing construction demand.\",\n \"Rising input costs pressuring margins.\",\n \"Execution risks in business turnaround.\",\n \"Foreign exchange volatility impacts.\",\n \"Regulatory changes affecting industry.\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.03,\n \"ebit_margin_target\": 0.10,\n \"wacc\": 0.08,\n \"terminal_multiple\": 18\n },\n \"scenarios\": {\n \"bear\": { \"target_price\": 130, \"prob\": 0.25, \"notes\": \"Economic slowdown significantly impacts demand.\" },\n \"base\": { \"target_price\": 150, \"prob\": 0.50, \"notes\": \"Steady recovery with moderate margin improvement.\" },\n \"bull\": { \"target_price\": 170, \"prob\": 0.25, \"notes\": \"Strong execution and favorable market conditions.\" }\n },\n \"method_notes\": \"Valuation based on DCF with assumed growth and multiples, considering snapshot data. Expected return ~8% supports BUY. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "DCF_and_Comparables_Analysis", "risks": [ "Economic downturn reducing construction demand.", "Rising input costs pressuring margins.", "Execution risks in business turnaround.", "Foreign exchange volatility impacts.", "Regulatory changes affecting industry." ], "ticker": "JCI", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Steady recovery with moderate margin improvement.", "target_price": 150 }, "bear": { "prob": 0.25, "notes": "Economic slowdown significantly impacts demand.", "target_price": 130 }, "bull": { "prob": 0.25, "notes": "Strong execution and favorable market conditions.", "target_price": 170 } }, "confidence": 0.6, "assumptions": { "wacc": 0.08, "revenue_cagr_3y": 0.03, "terminal_multiple": 18, "ebit_margin_target": 0.1 }, "key_drivers": [ { "driver": "EPS Growth Trend", "impact": "HIGH", "direction": "POS" }, { "driver": "Revenue Recovery Potential", "impact": "MED", "direction": "POS" }, { "driver": "Debt Reduction Efforts", "impact": "MED", "direction": "POS" }, { "driver": "Economic Sensitivity", "impact": "MED", "direction": "NEG" }, { "driver": "Market Position Strength", "impact": "HIGH", "direction": "POS" }, { "driver": "Cash Flow Stability", "impact": "MED", "direction": "POS" }, { "driver": "Dividend Yield Support", "impact": "LOW", "direction": "POS" } ], "method_notes": "Valuation based on DCF with assumed growth and multiples, considering snapshot data. Expected return ~8% supports BUY. Not investment advice.", "current_price": 139, "recommendation": "BUY", "thesis_bullets": [ "Robust EPS growth offsets recent revenue decline.", "Market leadership in HVAC and building solutions.", "Strong cash flow generation supports dividends.", "Valuation near historical averages with mixed signals.", "Balanced outlook with recovery potential and headwinds." ], "target_price_6m": 145, "target_price_12m": 150 }, "errorsJson": { "attempts": [], "providerMeta": { "endpoint": "https://api.deepseek.com/v1/chat/completions", "provider": "deepseek", "webSearch": { "enabled": false, "supported": false }, "responseFormat": "json_object" }, "sanityIssues": [] }, "latencyMs": 347, "createdAt": "2026-04-09T05:21:12.925Z", "usage": { "inputTokens": 2138, "outputTokens": 3069, "costUsd": 0.001888 } }, { "id": "cmnr14cf704l5p658rdmnk9w2", "runId": "cmnr14cf404l2p658qewr75l2", "modelId": "gemini.3-pro", "status": "SUCCESS", "rawOutput": "{\"model\":\"Equity Research Analyst AI\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"JCI\",\"currency\":\"USD\",\"current_price\":139,\"target_price_6m\":150,\"target_price_12m\":162,\"recommendation\":\"BUY\",\"confidence\":0.72,\"thesis_bullets\":[\"Pure-play focus on high-margin commercial building solutions following strategic divestitures.\",\"Massive tailwinds from AI-driven data center cooling infrastructure requirements globally.\",\"Growing recurring revenue stream from OpenBlue digital services and software platform.\",\"Global decarbonization mandates driving HVAC and energy efficiency retrofits in buildings.\",\"Margin expansion potential through simplified organizational structure and operational cost-outs.\"],\"key_drivers\":[{\"driver\":\"Data Center Cooling Demand\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Commercial Retrofit Cycle\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Service Revenue Growth\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Raw Material Costs\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Interest Rate Environment\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Portfolio Simplification\",\"impact\":\"HIGH\",\"direction\":\"POS\"}],\"risks\":[\"Commercial real estate market downturn.\",\"Execution risk in portfolio restructuring.\",\"Supply chain disruptions for specialized components.\",\"Intense competition in the smart building space.\"],\"assumptions\":{\"revenue_cagr_3y\":0.05,\"ebit_margin_target\":0.18,\"wacc\":0.085,\"terminal_multiple\":15.0},\"scenarios\":{\"bear\":{\"target_price\":125,\"prob\":0.2,\"notes\":\"Weak commercial demand and execution delays.\"},\"base\":{\"target_price\":162,\"prob\":0.6,\"notes\":\"Steady growth in data centers and margin improvement.\"},\"bull\":{\"target_price\":185,\"prob\":0.2,\"notes\":\"Accelerated AI cooling demand and faster cost-outs.\"}},\"method_notes\":\"Valuation uses forward P/E and EV/EBITDA. Target reflects 16.5% upside, justifying BUY. Note: Snapshot data shows internal inconsistencies between revenue, EPS, and margins; analysis prioritizes EPS and market-cap-based multiples for valuation. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "Equity Research Analyst AI", "risks": [ "Commercial real estate market downturn.", "Execution risk in portfolio restructuring.", "Supply chain disruptions for specialized components.", "Intense competition in the smart building space." ], "ticker": "JCI", "currency": "USD", "scenarios": { "base": { "prob": 0.6, "notes": "Steady growth in data centers and margin improvement.", "target_price": 162 }, "bear": { "prob": 0.2, "notes": "Weak commercial demand and execution delays.", "target_price": 125 }, "bull": { "prob": 0.2, "notes": "Accelerated AI cooling demand and faster cost-outs.", "target_price": 185 } }, "confidence": 0.72, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.05, "terminal_multiple": 15, "ebit_margin_target": 0.18 }, "key_drivers": [ { "driver": "Data Center Cooling Demand", "impact": "HIGH", "direction": "POS" }, { "driver": "Commercial Retrofit Cycle", "impact": "HIGH", "direction": "POS" }, { "driver": "Service Revenue Growth", "impact": "MED", "direction": "POS" }, { "driver": "Raw Material Costs", "impact": "MED", "direction": "NEG" }, { "driver": "Interest Rate Environment", "impact": "MED", "direction": "NEG" }, { "driver": "Portfolio Simplification", "impact": "HIGH", "direction": "POS" } ], "method_notes": "Valuation uses forward P/E and EV/EBITDA. Target reflects 16.5% upside, justifying BUY. Note: Snapshot data shows internal inconsistencies between revenue, EPS, and margins; analysis prioritizes EPS and market-cap-based multiples for valuation. Not investment advice.", "current_price": 139, "recommendation": "BUY", "thesis_bullets": [ "Pure-play focus on high-margin commercial building solutions following strategic divestitures.", "Massive tailwinds from AI-driven data center cooling infrastructure requirements globally.", "Growing recurring revenue stream from OpenBlue digital services and software platform.", "Global decarbonization mandates driving HVAC and energy efficiency retrofits in buildings.", "Margin expansion potential through simplified organizational structure and operational cost-outs." ], "target_price_6m": 150, "target_price_12m": 162 }, "errorsJson": { "attempts": [ { "error": "not_json_object: Output must be a single JSON object (no markdown/code fences, no extra text).", "attempt": 0, "rawOutputTruncated": "{\n \"model\": \"Equity Research Analyst AI\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"JCI\",\n \"currency\": \"USD\",\n \"current_price\": 139,\n \"target_price_6m\": 148,\n \"target_price_12m\": 158,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.68,\n \"thesis_bullets\": [\n \"Pure-play focus on high-margin building solutions following strategic divestitures.\",\n \"Massive tailwinds from AI-driven data center cooling infrastructure requirements.\",\n \"Growing recurring revenue stream from OpenBlue digital services platform.\",\n \"Global decarbonization mandates driving HVAC and energy efficiency retrofits.\",\n \"Significant margin expansion potential through simplified organizational structure and cost-outs.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Data Center Cooling Demand\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n " }, { "error": "not_json_object: Output must be a single JSON object (no markdown/code fences, no extra text).", "attempt": 1, "rawOutputTruncated": "{\"model\":\"Equity Research Analyst AI\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"JCI\",\"currency\":\"USD\",\"current_price\":139,\"target_price_6m\":150,\"target_price_12m\":162,\"recommendation\":\"BUY\",\"confidence\":0.72,\"thesis_bullets\":[\"Pure-play focus on high-margin commercial building solutions following strategic divestitures.\",\"Massive tailwinds from AI-driven data center cooling infrastructure requirements globally.\",\"Growing recurring revenue stream from OpenBlue digital services and software platform.\",\"Global decarbonization mandates driving HVAC and energy efficiency retrofits in buildings.\",\"Margin expansion potential through simplified organizational structure and operational cost-outs.\"],\"key_drivers\":[{\"driver\":\"Data Center Cooling Demand\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Commercial Retrofit Cycle\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Service Revenue Growth\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Raw Material Costs\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Interest Rate Environment\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Portfolio Simplification\",\"impact\":\"HIGH\",\"direction\":\"POS\"}],\"risks\":[\"Slowdown in" } ], "providerMeta": { "model": "gemini-3-flash-preview", "provider": "gemini", "webSearch": { "used": false, "allowed": false, "enabled": false, "requested": false, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 29490, "createdAt": "2026-04-09T05:21:12.925Z", "usage": { "inputTokens": 2830, "outputTokens": 494, "costUsd": 0.011588 } }, { "id": "cmnr14cf704l3p6581y002yvh", "runId": "cmnr14cf404l2p658qewr75l2", "modelId": "openai.gpt-5.4", "status": "SUCCESS", "rawOutput": "{\"model\":\"OpenAI o3\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"JCI\",\"currency\":\"USD\",\"current_price\":139,\"target_price_6m\":143,\"target_price_12m\":145,\"recommendation\":\"HOLD\",\"confidence\":0.62,\"thesis_bullets\":[\"Data-center, healthcare, and retrofit demand support HVAC/fire/security orders.\",\"Higher service and software mix should improve margins and cash conversion.\",\"Portfolio focus and productivity actions can sustain mid-cycle earnings growth.\",\"At 24x forward earnings, valuation already prices much of the improvement.\",\"Leverage, cyclicality, and uneven construction demand cap upside to fair value.\"],\"key_drivers\":[{\"driver\":\"Data-center cooling demand\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Retrofit and efficiency spend\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Service and digital mix\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Productivity and margin expansion\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Institutional end-market resilience\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Commercial construction slowdown\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Debt load and interest cost\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Working-capital execution\",\"impact\":\"LOW\",\"direction\":\"NEG\"}],\"risks\":[\"Nonresidential construction weakens more than expected.\",\"Margin expansion stalls from labor or input inflation.\",\"Large-project timing causes cash-flow volatility.\",\"Rates stay high and compress valuation multiples.\"],\"assumptions\":{\"revenue_cagr_3y\":4.5,\"ebit_margin_target\":15.2,\"wacc\":8.4,\"terminal_multiple\":15},\"scenarios\":{\"bear\":{\"target_price\":118,\"prob\":0.25,\"notes\":\"Construction softens and margin gains disappoint, compressing multiples.\"},\"base\":{\"target_price\":145,\"prob\":0.5,\"notes\":\"Retrofit and service growth offset softer new-build demand.\"},\"bull\":{\"target_price\":165,\"prob\":0.25,\"notes\":\"Data-center and institutional demand accelerate, lifting margins and cash generation.\"}},\"method_notes\":\"Blended EV/EBITDA, P/E, and FCF-yield cross-check. Used snapshot quote fields exactly; some snapshot revenue/growth figures appear inconsistent with company scale, so I weighted cash flow, leverage, and valuation more heavily. No sell-side targets used. 12M upside is ~4%, so HOLD fits; not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "OpenAI o3", "risks": [ "Nonresidential construction weakens more than expected.", "Margin expansion stalls from labor or input inflation.", "Large-project timing causes cash-flow volatility.", "Rates stay high and compress valuation multiples." ], "ticker": "JCI", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Retrofit and service growth offset softer new-build demand.", "target_price": 145 }, "bear": { "prob": 0.25, "notes": "Construction softens and margin gains disappoint, compressing multiples.", "target_price": 118 }, "bull": { "prob": 0.25, "notes": "Data-center and institutional demand accelerate, lifting margins and cash generation.", "target_price": 165 } }, "confidence": 0.62, "assumptions": { "wacc": 8.4, "revenue_cagr_3y": 4.5, "terminal_multiple": 15, "ebit_margin_target": 15.2 }, "key_drivers": [ { "driver": "Data-center cooling demand", "impact": "HIGH", "direction": "POS" }, { "driver": "Retrofit and efficiency spend", "impact": "HIGH", "direction": "POS" }, { "driver": "Service and digital mix", "impact": "MED", "direction": "POS" }, { "driver": "Productivity and margin expansion", "impact": "HIGH", "direction": "POS" }, { "driver": "Institutional end-market resilience", "impact": "MED", "direction": "POS" }, { "driver": "Commercial construction slowdown", "impact": "HIGH", "direction": "NEG" }, { "driver": "Debt load and interest cost", "impact": "MED", "direction": "NEG" }, { "driver": "Working-capital execution", "impact": "LOW", "direction": "NEG" } ], "method_notes": "Blended EV/EBITDA, P/E, and FCF-yield cross-check. Used snapshot quote fields exactly; some snapshot revenue/growth figures appear inconsistent with company scale, so I weighted cash flow, leverage, and valuation more heavily. No sell-side targets used. 12M upside is ~4%, so HOLD fits; not investment advice.", "current_price": 139, "recommendation": "HOLD", "thesis_bullets": [ "Data-center, healthcare, and retrofit demand support HVAC/fire/security orders.", "Higher service and software mix should improve margins and cash conversion.", "Portfolio focus and productivity actions can sustain mid-cycle earnings growth.", "At 24x forward earnings, valuation already prices much of the improvement.", "Leverage, cyclicality, and uneven construction demand cap upside to fair value." ], "target_price_6m": 143, "target_price_12m": 145 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "openai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "resp_07103c9d55f255190069d75a69daa88197900e53863eaff99a", "reasoningEffort": "medium", "structuredOutputs": { "used": true, "requested": true, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 49447, "createdAt": "2026-04-09T05:21:12.925Z", "usage": { "inputTokens": 2407, "outputTokens": 2354, "costUsd": 0.037168 } }, { "id": "cmnr14cf704l6p658ea3799t1", "runId": "cmnr14cf404l2p658qewr75l2", "modelId": "xai.grok-4.20-reasoning", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AI Equity Research Model\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"JCI\",\n \"currency\": \"USD\",\n \"current_price\": 139,\n \"target_price_6m\": 152,\n \"target_price_12m\": 162,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.62,\n \"thesis_bullets\": [\n \"Strong EPS growth from operational efficiencies\",\n \"Leader in energy-efficient HVAC and building tech\",\n \"Low PEG ratio signals undervaluation vs growth\",\n \"Robust FCF supports dividends and investments\",\n \"Rising demand for data center cooling solutions\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Data center cooling demand\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Energy efficiency regulations\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Commercial construction cycles\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Margin expansion programs\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Interest rate environment\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"HVAC technology innovation\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Global economic growth\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Supply chain volatility\",\n \"impact\": \"LOW\",\n \"direction\": \"NEG\"\n }\n ],\n \"risks\": [\n \"Cyclical downturn in construction markets\",\n \"Rising interest rates curbing capex\",\n \"Intense competition in building solutions\",\n \"Integration risks from past acquisitions\",\n \"Geopolitical impacts on global supply\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.05,\n \"ebit_margin_target\": 0.14,\n \"wacc\": 0.085,\n \"terminal_multiple\": 17\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 115,\n \"prob\": 0.25,\n \"notes\": \"Prolonged recession hits building investments hard.\"\n },\n \"base\": {\n \"target_price\": 162,\n \"prob\": 0.5,\n \"notes\": \"Steady demand growth and margin improvement materialize.\"\n },\n \"bull\": {\n \"target_price\": 195,\n \"prob\": 0.25,\n \"notes\": \"AI boom drives exceptional demand for cooling solutions.\"\n }\n },\n \"method_notes\": \"Blended DCF (5% rev CAGR, 14% EBIT, 8.5% WACC, 17x term) and peer comps. 17% 12M upside supports BUY. Snapshot data used as baseline. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "AI Equity Research Model", "risks": [ "Cyclical downturn in construction markets", "Rising interest rates curbing capex", "Intense competition in building solutions", "Integration risks from past acquisitions", "Geopolitical impacts on global supply" ], "ticker": "JCI", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Steady demand growth and margin improvement materialize.", "target_price": 162 }, "bear": { "prob": 0.25, "notes": "Prolonged recession hits building investments hard.", "target_price": 115 }, "bull": { "prob": 0.25, "notes": "AI boom drives exceptional demand for cooling solutions.", "target_price": 195 } }, "confidence": 0.62, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.05, "terminal_multiple": 17, "ebit_margin_target": 0.14 }, "key_drivers": [ { "driver": "Data center cooling demand", "impact": "HIGH", "direction": "POS" }, { "driver": "Energy efficiency regulations", "impact": "HIGH", "direction": "POS" }, { "driver": "Commercial construction cycles", "impact": "HIGH", "direction": "NEG" }, { "driver": "Margin expansion programs", "impact": "MED", "direction": "POS" }, { "driver": "Interest rate environment", "impact": "MED", "direction": "NEG" }, { "driver": "HVAC technology innovation", "impact": "MED", "direction": "POS" }, { "driver": "Global economic growth", "impact": "MED", "direction": "POS" }, { "driver": "Supply chain volatility", "impact": "LOW", "direction": "NEG" } ], "method_notes": "Blended DCF (5% rev CAGR, 14% EBIT, 8.5% WACC, 17x term) and peer comps. 17% 12M upside supports BUY. Snapshot data used as baseline. Not investment advice.", "current_price": 139, "recommendation": "BUY", "thesis_bullets": [ "Strong EPS growth from operational efficiencies", "Leader in energy-efficient HVAC and building tech", "Low PEG ratio signals undervaluation vs growth", "Robust FCF supports dividends and investments", "Rising demand for data center cooling solutions" ], "target_price_6m": 152, "target_price_12m": 162 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "xai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "bc76fd09-e7af-9298-8a74-7657ff4b0545", "usedFallbackChatCompletions": false }, "sanityIssues": [] }, "latencyMs": 15351, "createdAt": "2026-04-09T05:21:12.925Z", "usage": { "inputTokens": 2745, "outputTokens": 2912, "costUsd": 0.051915 } } ] } }