{
  "run": {
    "id": "cmnr12qrx02nwp658yxk6g8b8",
    "region": "US",
    "assetId": "cmnr12qqt02nrp658vbz596pq",
    "ticker": "CDW",
    "snapshotId": "cmnr12qr202ntp658oap21n4o",
    "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux",
    "createdAt": "2026-04-09T05:19:58.213Z",
    "promptTemplate": {
      "id": "cmnqt07si0005lm3jzpxuu1ux",
      "name": "Oficial 08.apr.2026",
      "version": 1
    },
    "snapshot": {
      "id": "cmnr12qr202ntp658oap21n4o",
      "assetId": "cmnr12qqt02nrp658vbz596pq",
      "asOf": "2026-04-08T20:00:01.000Z",
      "snapshot": {
        "asOf": "2026-04-08T20:00:01.000Z",
        "quote": {
          "asOf": "2026-04-08T20:00:01.000Z",
          "open": null,
          "price": 126.73,
          "dayLow": 125.665,
          "volume": 1690422,
          "dayHigh": 127.8,
          "currency": "USD",
          "prevClose": 123.69,
          "week52Low": 112.98,
          "week52High": 192.3
        },
        "fundamentals": {
          "pe": 16.7527675276753,
          "beta": 1.08764394855068,
          "epsTTM": 8.13,
          "fcfTTM": 930100000,
          "growth": {
            "epsYoy": 0.008684863523573236,
            "revenueYoy": 0.06788039259573211
          },
          "sector": "Retail-Catalog & Mail-Order Houses",
          "margins": {
            "net": 0.0475648966959655,
            "gross": 0.2173286776280876,
            "operating": 0.07383127973920915
          },
          "website": "http://cdw.com",
          "industry": "B2B",
          "pegRatio": 19.289615181866,
          "ebitdaTTM": 1688200000,
          "forwardPe": 13.7022132796781,
          "marketCap": 23377000000,
          "totalCash": 618700000,
          "totalDebt": 5629800000,
          "debtEquity": 2.16023943824105,
          "quickRatio": 0.1643625192012289,
          "revenueTTM": 22424100000,
          "companyName": "CDW Corp",
          "priceToBook": 6.86200069068723,
          "currentRatio": 1.176360692489725,
          "dividendYield": 0.0183749313596219,
          "returnOnAssets": 0.06654521406021886,
          "returnOnEquity": 0.409270557538084,
          "analystOpinions": null,
          "businessSummary": "CDW Corporation is an American multi-brand provider of information technology services, serving business, government, education, and healthcare sectors across the United States, the United Kingdom, and Canada. Headquartered in Vernon Hills, Illinois, CDW is a Fortune 500 and generated $21 billion in annual net sales in 2023.",
          "enterpriseValue": 22894160000,
          "analystTargetLow": null,
          "analystTargetHigh": null,
          "analystTargetMean": null,
          "fullTimeEmployees": 14800,
          "sharesOutstanding": 128993588,
          "enterpriseToEbitda": 13.56128420803222,
          "analystTargetMedian": null,
          "enterpriseToRevenue": 1.020962268273866,
          "operatingCashflowTTM": 1205200000,
          "analystRecommendationKey": null
        }
      },
      "createdAt": "2026-04-09T05:19:58.189Z"
    },
    "results": [
      {
        "id": "cmnr12qs302nyp658lnpgz4xj",
        "runId": "cmnr12qrx02nwp658yxk6g8b8",
        "modelId": "anthropic",
        "status": "SUCCESS",
        "rawOutput": "{\"model\":\"ai-equity-research-v1\",\"as_of\":\"2026-04-08T20:00:01.000Z\",\"ticker\":\"CDW\",\"currency\":\"USD\",\"current_price\":126.73,\"target_price_6m\":138,\"target_price_12m\":148,\"recommendation\":\"BUY\",\"confidence\":0.62,\"thesis_bullets\":[\"Forward P/E of ~13.7x undervalues CDW's recurring IT solutions franchise\",\"Revenue growth of 6.8% YoY signals recovering enterprise IT spending\",\"FCF of $930M supports deleveraging, buybacks, and 1.8% dividend yield\",\"High leverage at 2.16x D/E constrains financial flexibility in downturns\",\"Thin operating margins (~7.4%) leave limited buffer against cost pressures\"],\"key_drivers\":[{\"driver\":\"Enterprise IT refresh cycle driven by AI infrastructure demand\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Revenue reacceleration from public sector and healthcare verticals\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Gross margin stability around 21.7% from services mix shift\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Interest expense burden from $5.6B total debt\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Tariff and supply chain risks on hardware resale margins\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Share repurchase program supporting EPS growth\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Competitive pressure from direct vendor sales channels\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Macro slowdown reducing corporate IT budgets\",\"impact\":\"HIGH\",\"direction\":\"NEG\"}],\"risks\":[\"Prolonged enterprise IT spending downturn compresses revenue and margins\",\"Rising rates increase refinancing cost on $5.6B debt load\",\"Tariff escalation erodes hardware margins significantly\",\"Large vendor disintermediation reduces CDW's value-add position\",\"Weak EPS growth (0.9% YoY) persists, compressing valuation multiple\"],\"assumptions\":{\"revenue_cagr_3y\":0.05,\"ebit_margin_target\":0.08,\"wacc\":0.095,\"terminal_multiple\":14},\"scenarios\":{\"bear\":{\"target_price\":105,\"prob\":0.2,\"notes\":\"IT spending downturn plus margin compression drives multiple contraction to ~12x forward earnings.\"},\"base\":{\"target_price\":148,\"prob\":0.55,\"notes\":\"Moderate IT recovery, forward EPS ~$9.50 at 15.5x multiple, supported by buybacks.\"},\"bull\":{\"target_price\":178,\"prob\":0.25,\"notes\":\"Strong AI-driven refresh cycle lifts revenue growth to high single digits with margin expansion.\"}},\"method_notes\":\"Blended forward P/E and EV/EBITDA approach. Base uses ~$9.50 forward EPS at 15.5x, cross-checked with EV/EBITDA of ~14x on normalized EBITDA. Stock trades ~34% below 52-wk high, suggesting meaningful discount if IT spending recovers. High leverage and thin margins cap confidence. PEG of 19.3 flags low near-term growth. Not investment advice.\"}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:01.000Z",
          "model": "ai-equity-research-v1",
          "risks": [
            "Prolonged enterprise IT spending downturn compresses revenue and margins",
            "Rising rates increase refinancing cost on $5.6B debt load",
            "Tariff escalation erodes hardware margins significantly",
            "Large vendor disintermediation reduces CDW's value-add position",
            "Weak EPS growth (0.9% YoY) persists, compressing valuation multiple"
          ],
          "ticker": "CDW",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.55,
              "notes": "Moderate IT recovery, forward EPS ~$9.50 at 15.5x multiple, supported by buybacks.",
              "target_price": 148
            },
            "bear": {
              "prob": 0.2,
              "notes": "IT spending downturn plus margin compression drives multiple contraction to ~12x forward earnings.",
              "target_price": 105
            },
            "bull": {
              "prob": 0.25,
              "notes": "Strong AI-driven refresh cycle lifts revenue growth to high single digits with margin expansion.",
              "target_price": 178
            }
          },
          "confidence": 0.62,
          "assumptions": {
            "wacc": 0.095,
            "revenue_cagr_3y": 0.05,
            "terminal_multiple": 14,
            "ebit_margin_target": 0.08
          },
          "key_drivers": [
            {
              "driver": "Enterprise IT refresh cycle driven by AI infrastructure demand",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Revenue reacceleration from public sector and healthcare verticals",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Gross margin stability around 21.7% from services mix shift",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Interest expense burden from $5.6B total debt",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Tariff and supply chain risks on hardware resale margins",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Share repurchase program supporting EPS growth",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Competitive pressure from direct vendor sales channels",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Macro slowdown reducing corporate IT budgets",
              "impact": "HIGH",
              "direction": "NEG"
            }
          ],
          "method_notes": "Blended forward P/E and EV/EBITDA approach. Base uses ~$9.50 forward EPS at 15.5x, cross-checked with EV/EBITDA of ~14x on normalized EBITDA. Stock trades ~34% below 52-wk high, suggesting meaningful discount if IT spending recovers. High leverage and thin margins cap confidence. PEG of 19.3 flags low near-term growth. Not investment advice.",
          "current_price": 126.73,
          "recommendation": "BUY",
          "thesis_bullets": [
            "Forward P/E of ~13.7x undervalues CDW's recurring IT solutions franchise",
            "Revenue growth of 6.8% YoY signals recovering enterprise IT spending",
            "FCF of $930M supports deleveraging, buybacks, and 1.8% dividend yield",
            "High leverage at 2.16x D/E constrains financial flexibility in downturns",
            "Thin operating margins (~7.4%) leave limited buffer against cost pressures"
          ],
          "target_price_6m": 138,
          "target_price_12m": 148
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "provider": "anthropic",
            "webSearch": {
              "enabled": false,
              "maxToolCalls": 2,
              "disabledReason": null
            },
            "pauseTurns": 0,
            "stopReason": "end_turn"
          },
          "sanityIssues": []
        },
        "latencyMs": 34583,
        "createdAt": "2026-04-09T05:19:58.213Z",
        "usage": {
          "inputTokens": 3587,
          "outputTokens": 1646,
          "costUsd": 0.059085
        }
      },
      {
        "id": "cmnr12qs302o1p65874mjh9sf",
        "runId": "cmnr12qrx02nwp658yxk6g8b8",
        "modelId": "deepseek.reasoner",
        "status": "SUCCESS",
        "rawOutput": "{\n  \"model\": \"AI_Equity_Research_Model\",\n  \"as_of\": \"2026-04-08T20:00:01.000Z\",\n  \"ticker\": \"CDW\",\n  \"currency\": \"USD\",\n  \"current_price\": 126.73,\n  \"target_price_6m\": 128.0,\n  \"target_price_12m\": 132.0,\n  \"recommendation\": \"HOLD\",\n  \"confidence\": 0.6,\n  \"thesis_bullets\": [\n    \"CDW is a leading B2B IT services provider with stable revenue growth.\",\n    \"Moderate EPS growth and low margins limit upside potential.\",\n    \"High debt levels pose financial risk in rising interest rate environments.\",\n    \"Market valuation appears fair relative to peers and growth prospects.\",\n    \"Balanced risk-reward profile supports a hold recommendation.\"\n  ],\n  \"key_drivers\": [\n    { \"driver\": \"Revenue Growth from IT demand\", \"impact\": \"MED\", \"direction\": \"POS\" },\n    { \"driver\": \"Operating Margin Expansion\", \"impact\": \"MED\", \"direction\": \"POS\" },\n    { \"driver\": \"Debt Servicing Costs\", \"impact\": \"HIGH\", \"direction\": \"NEG\" },\n    { \"driver\": \"Economic Cycle Sensitivity\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n    { \"driver\": \"Market Share in B2B IT\", \"impact\": \"LOW\", \"direction\": \"POS\" },\n    { \"driver\": \"Technology Adoption Trends\", \"impact\": \"MED\", \"direction\": \"POS\" },\n    { \"driver\": \"Competitive Pricing Pressure\", \"impact\": \"MED\", \"direction\": \"NEG\" }\n  ],\n  \"risks\": [\n    \"Economic downturn reducing IT spending.\",\n    \"Interest rate increases raising debt costs.\",\n    \"Intense competition in IT services.\",\n    \"Supply chain disruptions affecting hardware sales.\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.05,\n    \"ebit_margin_target\": 0.08,\n    \"wacc\": 0.09,\n    \"terminal_multiple\": 13.0\n  },\n  \"scenarios\": {\n    \"bear\": { \"target_price\": 115.0, \"prob\": 0.2, \"notes\": \"Economic recession leads to reduced IT budgets.\" },\n    \"base\": { \"target_price\": 132.0, \"prob\": 0.6, \"notes\": \"Steady growth and stable margins as per current trends.\" },\n    \"bull\": { \"target_price\": 145.0, \"prob\": 0.2, \"notes\": \"Accelerated digital transformation boosts demand.\" }\n  },\n  \"method_notes\": \"Used DCF model with 5% revenue CAGR, 8% EBIT margin, 9% WACC, 13x terminal multiple. HOLD as upside limited to ~4% with balanced risks. Not investment advice.\"\n}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:01.000Z",
          "model": "AI_Equity_Research_Model",
          "risks": [
            "Economic downturn reducing IT spending.",
            "Interest rate increases raising debt costs.",
            "Intense competition in IT services.",
            "Supply chain disruptions affecting hardware sales."
          ],
          "ticker": "CDW",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.6,
              "notes": "Steady growth and stable margins as per current trends.",
              "target_price": 132
            },
            "bear": {
              "prob": 0.2,
              "notes": "Economic recession leads to reduced IT budgets.",
              "target_price": 115
            },
            "bull": {
              "prob": 0.2,
              "notes": "Accelerated digital transformation boosts demand.",
              "target_price": 145
            }
          },
          "confidence": 0.6,
          "assumptions": {
            "wacc": 0.09,
            "revenue_cagr_3y": 0.05,
            "terminal_multiple": 13,
            "ebit_margin_target": 0.08
          },
          "key_drivers": [
            {
              "driver": "Revenue Growth from IT demand",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Operating Margin Expansion",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Debt Servicing Costs",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Economic Cycle Sensitivity",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Market Share in B2B IT",
              "impact": "LOW",
              "direction": "POS"
            },
            {
              "driver": "Technology Adoption Trends",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Competitive Pricing Pressure",
              "impact": "MED",
              "direction": "NEG"
            }
          ],
          "method_notes": "Used DCF model with 5% revenue CAGR, 8% EBIT margin, 9% WACC, 13x terminal multiple. HOLD as upside limited to ~4% with balanced risks. Not investment advice.",
          "current_price": 126.73,
          "recommendation": "HOLD",
          "thesis_bullets": [
            "CDW is a leading B2B IT services provider with stable revenue growth.",
            "Moderate EPS growth and low margins limit upside potential.",
            "High debt levels pose financial risk in rising interest rate environments.",
            "Market valuation appears fair relative to peers and growth prospects.",
            "Balanced risk-reward profile supports a hold recommendation."
          ],
          "target_price_6m": 128,
          "target_price_12m": 132
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "endpoint": "https://api.deepseek.com/v1/chat/completions",
            "provider": "deepseek",
            "webSearch": {
              "enabled": false,
              "supported": false
            },
            "responseFormat": "json_object"
          },
          "sanityIssues": []
        },
        "latencyMs": 437,
        "createdAt": "2026-04-09T05:19:58.213Z",
        "usage": {
          "inputTokens": 2103,
          "outputTokens": 3916,
          "costUsd": 0.002234
        }
      },
      {
        "id": "cmnr12qs302nzp65864993sps",
        "runId": "cmnr12qrx02nwp658yxk6g8b8",
        "modelId": "gemini.3-pro",
        "status": "SUCCESS",
        "rawOutput": "{\n  \"model\": \"EquityResearch_v1\",\n  \"as_of\": \"2026-04-08T20:00:01.000Z\",\n  \"ticker\": \"CDW\",\n  \"currency\": \"USD\",\n  \"current_price\": 126.73,\n  \"target_price_6m\": 138.00,\n  \"target_price_12m\": 150.00,\n  \"recommendation\": \"BUY\",\n  \"confidence\": 0.70,\n  \"thesis_bullets\": [\n    \"Valuation is attractive at 13.7x forward P/E, below historical averages.\",\n    \"Upcoming Windows 10 EOL and AI PC refresh cycles provide strong demand catalysts.\",\n    \"High ROE of 40.9% and solid FCF generation support ongoing shareholder returns.\",\n    \"Near-term enterprise IT spending remains sluggish, capping immediate upside potential.\",\n    \"Elevated debt levels require monitoring, though interest coverage remains manageable.\"\n  ],\n  \"key_drivers\": [\n    {\n      \"driver\": \"Enterprise IT spending recovery\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"AI PC refresh cycle\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Windows 10 End-of-Life\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Interest rate environment\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Public sector IT budgets\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Direct seller competition\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    }\n  ],\n  \"risks\": [\n    \"Prolonged macroeconomic uncertainty delaying enterprise IT hardware upgrades.\",\n    \"Increased competition from direct-to-consumer OEMs compressing gross margins.\",\n    \"High debt-to-equity ratio (2.16x) increasing vulnerability to sustained high interest rates.\",\n    \"Public sector budget constraints impacting government and education segment revenues.\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.055,\n    \"ebit_margin_target\": 0.075,\n    \"wacc\": 0.085,\n    \"terminal_multiple\": 15.0\n  },\n  \"scenarios\": {\n    \"bear\": {\n      \"target_price\": 110.00,\n      \"prob\": 0.25,\n      \"notes\": \"IT spending contracts further, delaying refresh cycles and compressing margins.\"\n    },\n    \"base\": {\n      \"target_price\": 150.00,\n      \"prob\": 0.55,\n      \"notes\": \"Moderate IT spending recovery driven by AI PCs and Win 10 EOL.\"\n    },\n    \"bull\": {\n      \"target_price\": 185.00,\n      \"prob\": 0.20,\n      \"notes\": \"Robust AI-driven hardware supercycle accelerates revenue growth and expands multiples.\"\n    }\n  },\n  \"method_notes\": \"Valuation based on a blend of 15x forward P/E and DCF analysis. The BUY rating reflects an 18% upside to the 12M target, supported by impending hardware refresh cycles. Not investment advice.\"\n}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:01.000Z",
          "model": "EquityResearch_v1",
          "risks": [
            "Prolonged macroeconomic uncertainty delaying enterprise IT hardware upgrades.",
            "Increased competition from direct-to-consumer OEMs compressing gross margins.",
            "High debt-to-equity ratio (2.16x) increasing vulnerability to sustained high interest rates.",
            "Public sector budget constraints impacting government and education segment revenues."
          ],
          "ticker": "CDW",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.55,
              "notes": "Moderate IT spending recovery driven by AI PCs and Win 10 EOL.",
              "target_price": 150
            },
            "bear": {
              "prob": 0.25,
              "notes": "IT spending contracts further, delaying refresh cycles and compressing margins.",
              "target_price": 110
            },
            "bull": {
              "prob": 0.2,
              "notes": "Robust AI-driven hardware supercycle accelerates revenue growth and expands multiples.",
              "target_price": 185
            }
          },
          "confidence": 0.7,
          "assumptions": {
            "wacc": 0.085,
            "revenue_cagr_3y": 0.055,
            "terminal_multiple": 15,
            "ebit_margin_target": 0.075
          },
          "key_drivers": [
            {
              "driver": "Enterprise IT spending recovery",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "AI PC refresh cycle",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Windows 10 End-of-Life",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Interest rate environment",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Public sector IT budgets",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Direct seller competition",
              "impact": "MED",
              "direction": "NEG"
            }
          ],
          "method_notes": "Valuation based on a blend of 15x forward P/E and DCF analysis. The BUY rating reflects an 18% upside to the 12M target, supported by impending hardware refresh cycles. Not investment advice.",
          "current_price": 126.73,
          "recommendation": "BUY",
          "thesis_bullets": [
            "Valuation is attractive at 13.7x forward P/E, below historical averages.",
            "Upcoming Windows 10 EOL and AI PC refresh cycles provide strong demand catalysts.",
            "High ROE of 40.9% and solid FCF generation support ongoing shareholder returns.",
            "Near-term enterprise IT spending remains sluggish, capping immediate upside potential.",
            "Elevated debt levels require monitoring, though interest coverage remains manageable."
          ],
          "target_price_6m": 138,
          "target_price_12m": 150
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "model": "gemini-3-pro-preview",
            "provider": "gemini",
            "webSearch": {
              "used": false,
              "allowed": false,
              "enabled": false,
              "requested": false,
              "disabledReason": null
            }
          },
          "sanityIssues": []
        },
        "latencyMs": 26039,
        "createdAt": "2026-04-09T05:19:58.213Z",
        "usage": {
          "inputTokens": 2471,
          "outputTokens": 840,
          "costUsd": 0.015022
        }
      },
      {
        "id": "cmnr12qs302nxp658s87mjy8n",
        "runId": "cmnr12qrx02nwp658yxk6g8b8",
        "modelId": "openai.gpt-5.4",
        "status": "SUCCESS",
        "rawOutput": "{\"model\":\"AI Model Recommendation v2\",\"as_of\":\"2026-04-08T20:00:01.000Z\",\"ticker\":\"CDW\",\"currency\":\"USD\",\"current_price\":126.73,\"target_price_6m\":133,\"target_price_12m\":138,\"recommendation\":\"BUY\",\"confidence\":0.64,\"thesis_bullets\":[\"Forward P/E looks reasonable for a resilient enterprise IT distributor.\",\"Services and software mix should support steadier margins than pure hardware resale.\",\"Healthcare, education, and government exposure adds demand diversity.\",\"FCF remains solid, supporting debt service, buybacks, and dividends.\",\"Leverage and weaker device cycles cap near-term multiple expansion.\"],\"key_drivers\":[{\"driver\":\"Enterprise refresh cycle\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Services mix expansion\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Public sector demand\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Cloud and security attach\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Vendor rebate dynamics\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Net debt burden\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Corporate IT spending caution\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Share repurchases\",\"impact\":\"LOW\",\"direction\":\"POS\"}],\"risks\":[\"Prolonged enterprise hardware weakness\",\"Public sector budget delays\",\"Margin pressure from mix or pricing\",\"Higher rates sustain leverage concerns\",\"Vendor concentration or rebate changes\"],\"assumptions\":{\"revenue_cagr_3y\":4.5,\"ebit_margin_target\":7.6,\"wacc\":8.8,\"terminal_multiple\":13.5},\"scenarios\":{\"bear\":{\"target_price\":112,\"prob\":0.25,\"notes\":\"IT spending stalls and margins slip as mix turns less favorable.\"},\"base\":{\"target_price\":138,\"prob\":0.5,\"notes\":\"Mid-single-digit growth and stable margins support modest rerating.\"},\"bull\":{\"target_price\":160,\"prob\":0.25,\"notes\":\"Refresh demand and services growth drive stronger EPS and multiple expansion.\"}},\"method_notes\":\"Targets use snapshot quote/fundamentals and a blended normalized P/E and EV/EBITDA approach; no sell-side targets used. Recommendation fits ~8.9% 12M upside with mixed but favorable evidence. not investment advice\"}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:01.000Z",
          "model": "AI Model Recommendation v2",
          "risks": [
            "Prolonged enterprise hardware weakness",
            "Public sector budget delays",
            "Margin pressure from mix or pricing",
            "Higher rates sustain leverage concerns",
            "Vendor concentration or rebate changes"
          ],
          "ticker": "CDW",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.5,
              "notes": "Mid-single-digit growth and stable margins support modest rerating.",
              "target_price": 138
            },
            "bear": {
              "prob": 0.25,
              "notes": "IT spending stalls and margins slip as mix turns less favorable.",
              "target_price": 112
            },
            "bull": {
              "prob": 0.25,
              "notes": "Refresh demand and services growth drive stronger EPS and multiple expansion.",
              "target_price": 160
            }
          },
          "confidence": 0.64,
          "assumptions": {
            "wacc": 8.8,
            "revenue_cagr_3y": 4.5,
            "terminal_multiple": 13.5,
            "ebit_margin_target": 7.6
          },
          "key_drivers": [
            {
              "driver": "Enterprise refresh cycle",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Services mix expansion",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Public sector demand",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Cloud and security attach",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Vendor rebate dynamics",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Net debt burden",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Corporate IT spending caution",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Share repurchases",
              "impact": "LOW",
              "direction": "POS"
            }
          ],
          "method_notes": "Targets use snapshot quote/fundamentals and a blended normalized P/E and EV/EBITDA approach; no sell-side targets used. Recommendation fits ~8.9% 12M upside with mixed but favorable evidence. not investment advice",
          "current_price": 126.73,
          "recommendation": "BUY",
          "thesis_bullets": [
            "Forward P/E looks reasonable for a resilient enterprise IT distributor.",
            "Services and software mix should support steadier margins than pure hardware resale.",
            "Healthcare, education, and government exposure adds demand diversity.",
            "FCF remains solid, supporting debt service, buybacks, and dividends.",
            "Leverage and weaker device cycles cap near-term multiple expansion."
          ],
          "target_price_6m": 133,
          "target_price_12m": 138
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "provider": "openai",
            "webSearch": {
              "used": false,
              "enabled": false,
              "sources": [],
              "maxToolCalls": 2
            },
            "responseId": "resp_0df25f71b4aa31330069d756ff24b0819693186e335448fe82",
            "reasoningEffort": "medium",
            "structuredOutputs": {
              "used": true,
              "requested": true,
              "disabledReason": null
            }
          },
          "sanityIssues": []
        },
        "latencyMs": 21367,
        "createdAt": "2026-04-09T05:19:58.213Z",
        "usage": {
          "inputTokens": 2374,
          "outputTokens": 1007,
          "costUsd": 0.018252
        }
      },
      {
        "id": "cmnr12qs302o0p658k22t23rk",
        "runId": "cmnr12qrx02nwp658yxk6g8b8",
        "modelId": "xai.grok-4.20-reasoning",
        "status": "SUCCESS",
        "rawOutput": "{\n  \"model\": \"AI Equity Research Model\",\n  \"as_of\": \"2026-04-08T20:00:01.000Z\",\n  \"ticker\": \"CDW\",\n  \"currency\": \"USD\",\n  \"current_price\": 126.73,\n  \"target_price_6m\": 137,\n  \"target_price_12m\": 145,\n  \"recommendation\": \"BUY\",\n  \"confidence\": 0.6,\n  \"thesis_bullets\": [\n    \"Diversified IT solutions drive steady revenue growth.\",\n    \"Robust cash flows fund dividends and debt reduction.\",\n    \"Forward P/E of 13.7x appears attractive for growth.\",\n    \"High debt levels heighten sensitivity to interest rates.\",\n    \"Secular shift to cloud offers long-term upside.\"\n  ],\n  \"key_drivers\": [\n    {\n      \"driver\": \"IT spending growth\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Public sector contracts\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Debt servicing costs\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Operational efficiency\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Tech cycle strength\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Competition intensity\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Macroeconomic stability\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    }\n  ],\n  \"risks\": [\n    \"Weakening economy reduces client IT budgets\",\n    \"Rising interest rates increase debt costs\",\n    \"Supply chain issues inflate costs\",\n    \"Loss of key vendor partnerships\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.055,\n    \"ebit_margin_target\": 0.08,\n    \"wacc\": 0.085,\n    \"terminal_multiple\": 15.5\n  },\n  \"scenarios\": {\n    \"bear\": {\n      \"target_price\": 110,\n      \"prob\": 0.25,\n      \"notes\": \"Prolonged slowdown in enterprise technology spending.\"\n    },\n    \"base\": {\n      \"target_price\": 145,\n      \"prob\": 0.55,\n      \"notes\": \"Moderate growth aligned with historical trends.\"\n    },\n    \"bull\": {\n      \"target_price\": 180,\n      \"prob\": 0.2,\n      \"notes\": \"Accelerated digital adoption boosts margins and sales.\"\n    }\n  },\n  \"method_notes\": \"DCF valuation with 5.5% revenue CAGR, 8% EBIT margin, 8.5% WACC, 15.5x terminal. BUY reflects 14% upside despite leverage risks. Not investment advice.\"\n}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:01.000Z",
          "model": "AI Equity Research Model",
          "risks": [
            "Weakening economy reduces client IT budgets",
            "Rising interest rates increase debt costs",
            "Supply chain issues inflate costs",
            "Loss of key vendor partnerships"
          ],
          "ticker": "CDW",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.55,
              "notes": "Moderate growth aligned with historical trends.",
              "target_price": 145
            },
            "bear": {
              "prob": 0.25,
              "notes": "Prolonged slowdown in enterprise technology spending.",
              "target_price": 110
            },
            "bull": {
              "prob": 0.2,
              "notes": "Accelerated digital adoption boosts margins and sales.",
              "target_price": 180
            }
          },
          "confidence": 0.6,
          "assumptions": {
            "wacc": 0.085,
            "revenue_cagr_3y": 0.055,
            "terminal_multiple": 15.5,
            "ebit_margin_target": 0.08
          },
          "key_drivers": [
            {
              "driver": "IT spending growth",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Public sector contracts",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Debt servicing costs",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Operational efficiency",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Tech cycle strength",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Competition intensity",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Macroeconomic stability",
              "impact": "HIGH",
              "direction": "POS"
            }
          ],
          "method_notes": "DCF valuation with 5.5% revenue CAGR, 8% EBIT margin, 8.5% WACC, 15.5x terminal. BUY reflects 14% upside despite leverage risks. Not investment advice.",
          "current_price": 126.73,
          "recommendation": "BUY",
          "thesis_bullets": [
            "Diversified IT solutions drive steady revenue growth.",
            "Robust cash flows fund dividends and debt reduction.",
            "Forward P/E of 13.7x appears attractive for growth.",
            "High debt levels heighten sensitivity to interest rates.",
            "Secular shift to cloud offers long-term upside."
          ],
          "target_price_6m": 137,
          "target_price_12m": 145
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "provider": "xai",
            "webSearch": {
              "used": false,
              "enabled": false,
              "sources": [],
              "maxToolCalls": 2
            },
            "responseId": "004c3761-b55d-9a39-8ba3-58d42e882aa5",
            "usedFallbackChatCompletions": false
          },
          "sanityIssues": []
        },
        "latencyMs": 20762,
        "createdAt": "2026-04-09T05:19:58.213Z",
        "usage": {
          "inputTokens": 2714,
          "outputTokens": 3758,
          "costUsd": 0.064512
        }
      }
    ]
  }
}