{ "run": { "id": "cmnr0l3ig01nqp658y1th9t7w", "region": "US", "assetId": "cmnr0l3hz01nmp658ogzmcr8l", "ticker": "ADP", "snapshotId": "cmnr0l3i601nop658ym4zs084", "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux", "createdAt": "2026-04-09T05:06:14.917Z", "promptTemplate": { "id": "cmnqt07si0005lm3jzpxuu1ux", "name": "Oficial 08.apr.2026", "version": 1 }, "snapshot": { "id": "cmnr0l3i601nop658ym4zs084", "assetId": "cmnr0l3hz01nmp658ogzmcr8l", "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": 200.78, "dayLow": 199.41, "volume": 2833367, "dayHigh": 206.536, "currency": "USD", "prevClose": 203.61, "week52Low": 197.08, "week52High": 329.93 }, "fundamentals": { "pe": 30.7784431137725, "beta": 0.759177041061952, "epsTTM": 10.02, "fcfTTM": 4387500000, "growth": { "epsYoy": 0.09628008752735218, "revenueYoy": -0.7393450675797266 }, "sector": "Services-Computer Processing & Data Preparation", "margins": { "net": 0.1690564641050597, "gross": 0.08976134011432645, "operating": null }, "website": "https://www.adp.com/", "industry": "Business services", "pegRatio": 3.19676102340773, "ebitdaTTM": 6316000000, "forwardPe": 28.2159194876487, "marketCap": 118988796446, "totalCash": 2424700000, "totalDebt": 3977500000, "debtEquity": 0.64248545572075, "quickRatio": 0.08149123597374604, "revenueTTM": 14589800000, "companyName": "AUTOMATIC DATA PROCESSING INC", "priceToBook": 20.2892113768584, "currentRatio": 1.032305954270427, "dividendYield": 0.0191071834216331, "returnOnAssets": 0.02914127463096383, "returnOnEquity": 0.659292178409825, "analystOpinions": null, "businessSummary": "Automatic Data Processing, Inc. (ADP) is an American multinational provider of cloud-based human resources management, payroll processing, and professional employer organization (PEO) services, headquartered in Roseland, New Jersey.", "enterpriseValue": 126177540000, "analystTargetLow": null, "analystTargetHigh": null, "analystTargetMean": null, "fullTimeEmployees": 67000, "sharesOutstanding": 402644364, "enterpriseToEbitda": 19.97744458518049, "analystTargetMedian": null, "enterpriseToRevenue": 8.6483392507094, "operatingCashflowTTM": 1775200000, "analystRecommendationKey": null } }, "createdAt": "2026-04-09T05:06:14.910Z" }, "results": [ { "id": "cmnr0l3ij01nsp658daj7brvg", "runId": "cmnr0l3ig01nqp658y1th9t7w", "modelId": "anthropic", "status": "SUCCESS", "rawOutput": "{\"model\":\"ai-equity-research-v1\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"ADP\",\"currency\":\"USD\",\"current_price\":200.78,\"target_price_6m\":218,\"target_price_12m\":235,\"recommendation\":\"BUY\",\"confidence\":0.58,\"thesis_bullets\":[\"High-quality HCM/payroll compounder trading near 52-week lows at $200.78\",\"~39% drawdown from $330 highs appears to over-discount macro/recession fears\",\"FCF generation remains strong at ~$4.4B TTM supporting dividends and buybacks\",\"Defensive employment-services franchise with high switching costs and recurring revenue\",\"Valuation at ~20x EV/EBITDA now closer to historical trough for premium franchises\"],\"key_drivers\":[{\"driver\":\"Macro employment environment and recession probability\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Recurring revenue model with high client retention rates\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Pricing power on payroll/HCM suite renewals\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"PEO segment sensitivity to healthcare cost inflation\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Share buyback program supporting EPS through cycle\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Interest income on client funds held in rising/stable rate environment\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"AI-driven product innovation expanding TAM in HCM\",\"impact\":\"LOW\",\"direction\":\"POS\"},{\"driver\":\"Potential tariff-driven economic slowdown reducing pays-per-control\",\"impact\":\"HIGH\",\"direction\":\"NEG\"}],\"risks\":[\"Recession causing meaningful decline in pays-per-control and new business bookings\",\"Revenue reporting reclassification uncertainty (snapshot shows -74% YoY which suggests data anomaly)\",\"Multiple compression if growth decelerates below mid-single digits sustainably\",\"Competitive pressure from Workday, Paylocity, and Paychex in mid-market\",\"Rising client attrition if SMBs face financial stress in downturn\"],\"assumptions\":{\"revenue_cagr_3y\":0.05,\"ebit_margin_target\":0.28,\"wacc\":0.085,\"terminal_multiple\":22},\"scenarios\":{\"bear\":{\"target_price\":170,\"prob\":0.25,\"notes\":\"Recession drives 10-15% EPS decline with multiple compression to 20-22x.\"},\"base\":{\"target_price\":235,\"prob\":0.50,\"notes\":\"Mild slowdown; EPS flat to +5%; PE re-rates to ~22-24x on resilience.\"},\"bull\":{\"target_price\":300,\"prob\":0.25,\"notes\":\"No recession; earnings reaccelerate and multiple recovers toward 28x.\"}},\"method_notes\":\"Blended valuation using normalized PE (23-28x range on ~$10-11 FY EPS) and EV/EBITDA (20-24x). Snapshot revenue YoY of -74% likely reflects data reclassification (possibly client funds reporting change); ADP organic growth typically 6-8%. 12M target of $235 implies ~17% upside supporting BUY. Probability-weighted scenario value: $235. Confidence moderate (0.58) due to macro uncertainty and anomalous snapshot revenue data. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "ai-equity-research-v1", "risks": [ "Recession causing meaningful decline in pays-per-control and new business bookings", "Revenue reporting reclassification uncertainty (snapshot shows -74% YoY which suggests data anomaly)", "Multiple compression if growth decelerates below mid-single digits sustainably", "Competitive pressure from Workday, Paylocity, and Paychex in mid-market", "Rising client attrition if SMBs face financial stress in downturn" ], "ticker": "ADP", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Mild slowdown; EPS flat to +5%; PE re-rates to ~22-24x on resilience.", "target_price": 235 }, "bear": { "prob": 0.25, "notes": "Recession drives 10-15% EPS decline with multiple compression to 20-22x.", "target_price": 170 }, "bull": { "prob": 0.25, "notes": "No recession; earnings reaccelerate and multiple recovers toward 28x.", "target_price": 300 } }, "confidence": 0.58, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.05, "terminal_multiple": 22, "ebit_margin_target": 0.28 }, "key_drivers": [ { "driver": "Macro employment environment and recession probability", "impact": "HIGH", "direction": "NEG" }, { "driver": "Recurring revenue model with high client retention rates", "impact": "HIGH", "direction": "POS" }, { "driver": "Pricing power on payroll/HCM suite renewals", "impact": "MED", "direction": "POS" }, { "driver": "PEO segment sensitivity to healthcare cost inflation", "impact": "MED", "direction": "NEG" }, { "driver": "Share buyback program supporting EPS through cycle", "impact": "MED", "direction": "POS" }, { "driver": "Interest income on client funds held in rising/stable rate environment", "impact": "MED", "direction": "POS" }, { "driver": "AI-driven product innovation expanding TAM in HCM", "impact": "LOW", "direction": "POS" }, { "driver": "Potential tariff-driven economic slowdown reducing pays-per-control", "impact": "HIGH", "direction": "NEG" } ], "method_notes": "Blended valuation using normalized PE (23-28x range on ~$10-11 FY EPS) and EV/EBITDA (20-24x). Snapshot revenue YoY of -74% likely reflects data reclassification (possibly client funds reporting change); ADP organic growth typically 6-8%. 12M target of $235 implies ~17% upside supporting BUY. Probability-weighted scenario value: $235. Confidence moderate (0.58) due to macro uncertainty and anomalous snapshot revenue data. Not investment advice.", "current_price": 200.78, "recommendation": "BUY", "thesis_bullets": [ "High-quality HCM/payroll compounder trading near 52-week lows at $200.78", "~39% drawdown from $330 highs appears to over-discount macro/recession fears", "FCF generation remains strong at ~$4.4B TTM supporting dividends and buybacks", "Defensive employment-services franchise with high switching costs and recurring revenue", "Valuation at ~20x EV/EBITDA now closer to historical trough for premium franchises" ], "target_price_6m": 218, "target_price_12m": 235 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "anthropic", "webSearch": { "enabled": false, "maxToolCalls": 2, "disabledReason": null }, "pauseTurns": 0, "stopReason": "end_turn" }, "sanityIssues": [] }, "latencyMs": 70691, "createdAt": "2026-04-09T05:06:14.917Z", "usage": { "inputTokens": 3567, "outputTokens": 2276, "costUsd": 0.074735 } }, { "id": "cmnr0l3ij01nvp658wcm1ahwc", "runId": "cmnr0l3ig01nqp658y1th9t7w", "modelId": "deepseek.reasoner", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"DCF_Valuation_Model\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"ADP\",\n \"currency\": \"USD\",\n \"current_price\": 200.78,\n \"target_price_6m\": 205.0,\n \"target_price_12m\": 210.0,\n \"recommendation\": \"HOLD\",\n \"confidence\": 0.6,\n \"thesis_bullets\": [\n \"Stable HR services demand supports recurring revenue.\",\n \"High ROE indicates efficient capital allocation.\",\n \"Negative revenue growth poses near-term headwinds.\",\n \"Margin expansion from cost efficiencies and cloud shift.\",\n \"Valuation appears fair with limited upside potential.\"\n ],\n \"key_drivers\": [\n { \"driver\": \"Cloud adoption in HR services\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Economic sensitivity affecting client spend\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"Competition from SaaS HR platforms\", \"impact\": \"HIGH\", \"direction\": \"NEG\" },\n { \"driver\": \"Operational efficiency gains\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Dividend yield and share buybacks\", \"impact\": \"LOW\", \"direction\": \"POS\" },\n { \"driver\": \"Regulatory changes in employment\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"International expansion opportunities\", \"impact\": \"LOW\", \"direction\": \"POS\" },\n { \"driver\": \"Cybersecurity risks\", \"impact\": \"HIGH\", \"direction\": \"NEG\" }\n ],\n \"risks\": [\n \"Prolonged revenue decline\",\n \"Increased competition from technology firms\",\n \"Economic downturn reducing business spending\",\n \"Execution risks in digital transformation\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.02,\n \"ebit_margin_target\": 0.17,\n \"wacc\": 0.08,\n \"terminal_multiple\": 20\n },\n \"scenarios\": {\n \"bear\": { \"target_price\": 190.0, \"prob\": 0.2, \"notes\": \"Revenue decline continues, multiple contracts.\" },\n \"base\": { \"target_price\": 210.0, \"prob\": 0.6, \"notes\": \"Modest EPS growth with P/E compression.\" },\n \"bull\": { \"target_price\": 240.0, \"prob\": 0.2, \"notes\": \"Accelerated margin expansion and growth.\" }\n },\n \"method_notes\": \"DCF with terminal multiple; HOLD due to fair valuation and mixed growth signals. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "DCF_Valuation_Model", "risks": [ "Prolonged revenue decline", "Increased competition from technology firms", "Economic downturn reducing business spending", "Execution risks in digital transformation" ], "ticker": "ADP", "currency": "USD", "scenarios": { "base": { "prob": 0.6, "notes": "Modest EPS growth with P/E compression.", "target_price": 210 }, "bear": { "prob": 0.2, "notes": "Revenue decline continues, multiple contracts.", "target_price": 190 }, "bull": { "prob": 0.2, "notes": "Accelerated margin expansion and growth.", "target_price": 240 } }, "confidence": 0.6, "assumptions": { "wacc": 0.08, "revenue_cagr_3y": 0.02, "terminal_multiple": 20, "ebit_margin_target": 0.17 }, "key_drivers": [ { "driver": "Cloud adoption in HR services", "impact": "HIGH", "direction": "POS" }, { "driver": "Economic sensitivity affecting client spend", "impact": "MED", "direction": "NEG" }, { "driver": "Competition from SaaS HR platforms", "impact": "HIGH", "direction": "NEG" }, { "driver": "Operational efficiency gains", "impact": "MED", "direction": "POS" }, { "driver": "Dividend yield and share buybacks", "impact": "LOW", "direction": "POS" }, { "driver": "Regulatory changes in employment", "impact": "MED", "direction": "NEG" }, { "driver": "International expansion opportunities", "impact": "LOW", "direction": "POS" }, { "driver": "Cybersecurity risks", "impact": "HIGH", "direction": "NEG" } ], "method_notes": "DCF with terminal multiple; HOLD due to fair valuation and mixed growth signals. Not investment advice.", "current_price": 200.78, "recommendation": "HOLD", "thesis_bullets": [ "Stable HR services demand supports recurring revenue.", "High ROE indicates efficient capital allocation.", "Negative revenue growth poses near-term headwinds.", "Margin expansion from cost efficiencies and cloud shift.", "Valuation appears fair with limited upside potential." ], "target_price_6m": 205, "target_price_12m": 210 }, "errorsJson": { "attempts": [], "providerMeta": { "endpoint": "https://api.deepseek.com/v1/chat/completions", "provider": "deepseek", "webSearch": { "enabled": false, "supported": false }, "responseFormat": "json_object" }, "sanityIssues": [] }, "latencyMs": 356, "createdAt": "2026-04-09T05:06:14.917Z", "usage": { "inputTokens": 2080, "outputTokens": 4760, "costUsd": 0.002582 } }, { "id": "cmnr0l3ij01ntp658t25lo337", "runId": "cmnr0l3ig01nqp658y1th9t7w", "modelId": "gemini.3-pro", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"EquityResearch-Alpha-v1\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"ADP\",\n \"currency\": \"USD\",\n \"current_price\": 200.78,\n \"target_price_6m\": 215.00,\n \"target_price_12m\": 235.00,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.70,\n \"thesis_bullets\": [\n \"ADP's dominant market share in payroll provides highly recurring revenue and strong cash flow generation.\",\n \"High client retention rates create a sticky ecosystem for cross-selling HR and PEO services.\",\n \"Interest earned on client funds provides a high-margin earnings tailwind in elevated rate environments.\",\n \"Recent price drawdown offers an attractive entry point for a high-quality, defensive compounder.\",\n \"Slowing employment growth and intense cloud-native competition remain key headwinds to multiple expansion.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Employment Levels\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Interest Rates on Client Funds\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"PEO Segment Growth\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Cloud-Native HR Competition\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Margin Expansion Initiatives\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Share Repurchases\",\n \"impact\": \"LOW\",\n \"direction\": \"POS\"\n }\n ],\n \"risks\": [\n \"Macroeconomic recession reducing corporate headcount and payroll processing volumes.\",\n \"Declining interest rates compressing high-margin float revenue from client funds.\",\n \"Intense competition from agile, cloud-native HR platforms like Workday and Paycom.\",\n \"Potential data security breaches compromising sensitive employee information and brand trust.\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.055,\n \"ebit_margin_target\": 0.255,\n \"wacc\": 0.08,\n \"terminal_multiple\": 22.0\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 170.00,\n \"prob\": 0.20,\n \"notes\": \"Macro slowdown hits employment levels and lower interest rates compress float income.\"\n },\n \"base\": {\n \"target_price\": 235.00,\n \"prob\": 0.60,\n \"notes\": \"Steady PEO growth, stable retention, and normalized interest rates on client funds.\"\n },\n \"bull\": {\n \"target_price\": 280.00,\n \"prob\": 0.20,\n \"notes\": \"Re-acceleration in HR tech spend, higher yield on client funds, and margin expansion.\"\n }\n },\n \"method_notes\": \"Valuation based on a blend of 25x forward P/E and DCF (8% WACC, 2% terminal growth). Snapshot revenue YoY anomaly noted but not overridden. Target implies ~17% upside, supporting a BUY rating. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "EquityResearch-Alpha-v1", "risks": [ "Macroeconomic recession reducing corporate headcount and payroll processing volumes.", "Declining interest rates compressing high-margin float revenue from client funds.", "Intense competition from agile, cloud-native HR platforms like Workday and Paycom.", "Potential data security breaches compromising sensitive employee information and brand trust." ], "ticker": "ADP", "currency": "USD", "scenarios": { "base": { "prob": 0.6, "notes": "Steady PEO growth, stable retention, and normalized interest rates on client funds.", "target_price": 235 }, "bear": { "prob": 0.2, "notes": "Macro slowdown hits employment levels and lower interest rates compress float income.", "target_price": 170 }, "bull": { "prob": 0.2, "notes": "Re-acceleration in HR tech spend, higher yield on client funds, and margin expansion.", "target_price": 280 } }, "confidence": 0.7, "assumptions": { "wacc": 0.08, "revenue_cagr_3y": 0.055, "terminal_multiple": 22, "ebit_margin_target": 0.255 }, "key_drivers": [ { "driver": "Employment Levels", "impact": "HIGH", "direction": "POS" }, { "driver": "Interest Rates on Client Funds", "impact": "HIGH", "direction": "POS" }, { "driver": "PEO Segment Growth", "impact": "MED", "direction": "POS" }, { "driver": "Cloud-Native HR Competition", "impact": "MED", "direction": "NEG" }, { "driver": "Margin Expansion Initiatives", "impact": "MED", "direction": "POS" }, { "driver": "Share Repurchases", "impact": "LOW", "direction": "POS" } ], "method_notes": "Valuation based on a blend of 25x forward P/E and DCF (8% WACC, 2% terminal growth). Snapshot revenue YoY anomaly noted but not overridden. Target implies ~17% upside, supporting a BUY rating. Not investment advice.", "current_price": 200.78, "recommendation": "BUY", "thesis_bullets": [ "ADP's dominant market share in payroll provides highly recurring revenue and strong cash flow generation.", "High client retention rates create a sticky ecosystem for cross-selling HR and PEO services.", "Interest earned on client funds provides a high-margin earnings tailwind in elevated rate environments.", "Recent price drawdown offers an attractive entry point for a high-quality, defensive compounder.", "Slowing employment growth and intense cloud-native competition remain key headwinds to multiple expansion." ], "target_price_6m": 215, "target_price_12m": 235 }, "errorsJson": { "attempts": [], "providerMeta": { "model": "gemini-3-pro-preview", "provider": "gemini", "webSearch": { "used": false, "allowed": false, "enabled": false, "requested": false, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 21399, "createdAt": "2026-04-09T05:06:14.917Z", "usage": { "inputTokens": 2432, "outputTokens": 852, "costUsd": 0.015088 } }, { "id": "cmnr0l3ij01nrp65863zwlrun", "runId": "cmnr0l3ig01nqp658y1th9t7w", "modelId": "openai.gpt-5.4", "status": "SUCCESS", "rawOutput": "{\"model\":\"AI Model Recommendation v2\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"ADP\",\"currency\":\"USD\",\"current_price\":200.78,\"target_price_6m\":214,\"target_price_12m\":224,\"recommendation\":\"BUY\",\"confidence\":0.62,\"thesis_bullets\":[\"Mission-critical payroll and HR workflows drive high retention and recurring revenue.\",\"PEO and Employer Services should sustain mid-single-digit organic growth.\",\"Client funds balances and yields support cash flow resilience.\",\"Shares trade near 52-week lows despite strong FCF generation and low beta.\",\"Premium quality warrants a premium multiple, but limits upside if hiring weakens.\"],\"key_drivers\":[{\"driver\":\"Retention and net new bookings\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"PEO worksite employee growth\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Client funds interest income\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"SMB hiring softness\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Rate cuts on client yields\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Automation and operating leverage\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Regulatory complexity outsourcing demand\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Valuation multiple normalization\",\"impact\":\"MED\",\"direction\":\"POS\"}],\"risks\":[\"Employment slowdown reduces pays-per-control and new bookings.\",\"Rate cuts compress client-funds float income.\",\"Competition from Paychex, Workday, and HCM suites pressures pricing.\",\"Data/privacy or payroll processing failures could damage retention.\"],\"assumptions\":{\"revenue_cagr_3y\":6.5,\"ebit_margin_target\":28.5,\"wacc\":8,\"terminal_multiple\":24},\"scenarios\":{\"bear\":{\"target_price\":185,\"prob\":0.25,\"notes\":\"Hiring slows and rate cuts compress client-funds income.\"},\"base\":{\"target_price\":224,\"prob\":0.5,\"notes\":\"Steady retention, modest growth, and partial multiple recovery.\"},\"bull\":{\"target_price\":260,\"prob\":0.25,\"notes\":\"Employment holds up and premium-quality rerating resumes.\"}},\"method_notes\":\"12M target uses blended normalized EPS/FCF multiple and light DCF cross-check. Snapshot quote used verbatim; snapshot P/E and revenue growth appear internally inconsistent, so cash-flow quality and business stability were weighted more heavily. No sell-side targets used; not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "AI Model Recommendation v2", "risks": [ "Employment slowdown reduces pays-per-control and new bookings.", "Rate cuts compress client-funds float income.", "Competition from Paychex, Workday, and HCM suites pressures pricing.", "Data/privacy or payroll processing failures could damage retention." ], "ticker": "ADP", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Steady retention, modest growth, and partial multiple recovery.", "target_price": 224 }, "bear": { "prob": 0.25, "notes": "Hiring slows and rate cuts compress client-funds income.", "target_price": 185 }, "bull": { "prob": 0.25, "notes": "Employment holds up and premium-quality rerating resumes.", "target_price": 260 } }, "confidence": 0.62, "assumptions": { "wacc": 8, "revenue_cagr_3y": 6.5, "terminal_multiple": 24, "ebit_margin_target": 28.5 }, "key_drivers": [ { "driver": "Retention and net new bookings", "impact": "HIGH", "direction": "POS" }, { "driver": "PEO worksite employee growth", "impact": "HIGH", "direction": "POS" }, { "driver": "Client funds interest income", "impact": "HIGH", "direction": "POS" }, { "driver": "SMB hiring softness", "impact": "HIGH", "direction": "NEG" }, { "driver": "Rate cuts on client yields", "impact": "HIGH", "direction": "NEG" }, { "driver": "Automation and operating leverage", "impact": "MED", "direction": "POS" }, { "driver": "Regulatory complexity outsourcing demand", "impact": "MED", "direction": "POS" }, { "driver": "Valuation multiple normalization", "impact": "MED", "direction": "POS" } ], "method_notes": "12M target uses blended normalized EPS/FCF multiple and light DCF cross-check. Snapshot quote used verbatim; snapshot P/E and revenue growth appear internally inconsistent, so cash-flow quality and business stability were weighted more heavily. No sell-side targets used; not investment advice.", "current_price": 200.78, "recommendation": "BUY", "thesis_bullets": [ "Mission-critical payroll and HR workflows drive high retention and recurring revenue.", "PEO and Employer Services should sustain mid-single-digit organic growth.", "Client funds balances and yields support cash flow resilience.", "Shares trade near 52-week lows despite strong FCF generation and low beta.", "Premium quality warrants a premium multiple, but limits upside if hiring weakens." ], "target_price_6m": 214, "target_price_12m": 224 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "openai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "resp_085af5b3c10d44c10069d73516357c819083ffb4540e970a47", "reasoningEffort": "medium", "structuredOutputs": { "used": true, "requested": true, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 39016, "createdAt": "2026-04-09T05:06:14.917Z", "usage": { "inputTokens": 2350, "outputTokens": 2402, "costUsd": 0.03774 } }, { "id": "cmnr0l3ij01nup658uwbmkrn4", "runId": "cmnr0l3ig01nqp658y1th9t7w", "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\": \"ADP\",\n \"currency\": \"USD\",\n \"current_price\": 200.78,\n \"target_price_6m\": 204,\n \"target_price_12m\": 209,\n \"recommendation\": \"HOLD\",\n \"confidence\": 0.61,\n \"thesis_bullets\": [\n \"Dominant position in cloud HR and payroll services.\",\n \"Resilient FCF generation funds dividends and buybacks.\",\n \"Elevated PEG of 3.2x limits multiple expansion.\",\n \"Recent revenue softness raises growth sustainability questions.\",\n \"Low beta offers defensive appeal in uncertain economy.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Client retention rates\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Float interest income\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"HR outsourcing secular trend\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Margin expansion programs\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Labor market weakness\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Fintech and AI competition\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Cybersecurity incidents\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Regulatory changes\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n }\n ],\n \"risks\": [\n \"Prolonged labor market slowdown\",\n \"Valuation multiple contraction\",\n \"Major cybersecurity breach\",\n \"Increased regulatory scrutiny\",\n \"Accelerated competition erosion\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.05,\n \"ebit_margin_target\": 0.23,\n \"wacc\": 0.085,\n \"terminal_multiple\": 23\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 168,\n \"prob\": 0.35,\n \"notes\": \"Recession triggers client losses and de-rating.\"\n },\n \"base\": {\n \"target_price\": 209,\n \"prob\": 0.45,\n \"notes\": \"Steady execution maintains current multiples.\"\n },\n \"bull\": {\n \"target_price\": 255,\n \"prob\": 0.2,\n \"notes\": \"AI adoption drives faster growth and margins.\"\n }\n },\n \"method_notes\": \"DCF using 5% revenue CAGR, 23% EBIT margin target, 8.5% WACC and 23x terminal. Mixed evidence and limited upside at current levels support HOLD. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "AI Equity Research Model", "risks": [ "Prolonged labor market slowdown", "Valuation multiple contraction", "Major cybersecurity breach", "Increased regulatory scrutiny", "Accelerated competition erosion" ], "ticker": "ADP", "currency": "USD", "scenarios": { "base": { "prob": 0.45, "notes": "Steady execution maintains current multiples.", "target_price": 209 }, "bear": { "prob": 0.35, "notes": "Recession triggers client losses and de-rating.", "target_price": 168 }, "bull": { "prob": 0.2, "notes": "AI adoption drives faster growth and margins.", "target_price": 255 } }, "confidence": 0.61, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.05, "terminal_multiple": 23, "ebit_margin_target": 0.23 }, "key_drivers": [ { "driver": "Client retention rates", "impact": "HIGH", "direction": "POS" }, { "driver": "Float interest income", "impact": "HIGH", "direction": "POS" }, { "driver": "HR outsourcing secular trend", "impact": "MED", "direction": "POS" }, { "driver": "Margin expansion programs", "impact": "MED", "direction": "POS" }, { "driver": "Labor market weakness", "impact": "MED", "direction": "NEG" }, { "driver": "Fintech and AI competition", "impact": "MED", "direction": "NEG" }, { "driver": "Cybersecurity incidents", "impact": "HIGH", "direction": "NEG" }, { "driver": "Regulatory changes", "impact": "MED", "direction": "NEG" } ], "method_notes": "DCF using 5% revenue CAGR, 23% EBIT margin target, 8.5% WACC and 23x terminal. Mixed evidence and limited upside at current levels support HOLD. Not investment advice.", "current_price": 200.78, "recommendation": "HOLD", "thesis_bullets": [ "Dominant position in cloud HR and payroll services.", "Resilient FCF generation funds dividends and buybacks.", "Elevated PEG of 3.2x limits multiple expansion.", "Recent revenue softness raises growth sustainability questions.", "Low beta offers defensive appeal in uncertain economy." ], "target_price_6m": 204, "target_price_12m": 209 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "xai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "76fa6a6e-f299-9d5c-8a79-4cf6afb05e72", "usedFallbackChatCompletions": false }, "sanityIssues": [] }, "latencyMs": 19398, "createdAt": "2026-04-09T05:06:14.917Z", "usage": { "inputTokens": 2689, "outputTokens": 3338, "costUsd": 0.058137 } } ] } }