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      "sourceNotes": "<p>The NVIDIA / Hugging Face worked example uses public information available through September 10, 2026. Transaction facts are drawn from NVIDIA’s September 3 announcement, NVIDIA’s quarter ended July 26, 2026 Form 10-Q, Hugging Face’s Spring 2026 open-source update, and Reuters reporting dated August 27, September 3, and September 10, 2026.</p><ul><li><a href=\"https://blogs.nvidia.com/blog/nvidia-to-acquire-hugging-face/\">NVIDIA — NVIDIA to Acquire Hugging Face</a></li><li><a href=\"https://www.reuters.com/business/nvidia-buy-hugging-face-nearly-13-billion-big-bet-open-ai-models-2026-09-03/\">Reuters — September 3, 2026 transaction report</a></li><li><a href=\"https://www.reuters.com/technology/nvidia-talks-acquire-hugging-face-13-billion-deal-business-insider-reports-2026-08-27/\">Reuters — August 27, 2026 valuation context</a></li><li><a href=\"https://www.sec.gov/Archives/edgar/data/1045810/000104581026000075/nvda-20260726.htm\">NVIDIA Form 10-Q — quarter ended July 26, 2026</a></li><li><a href=\"https://huggingface.co/blog/huggingface/state-of-os-hf-spring-2026\">Hugging Face — State of Open Source, Spring 2026</a></li><li><a href=\"https://www.reuters.com/legal/litigation/us-doj-probes-nvidias-licensing-deal-with-ai-startup-groq-nyt-reports-2026-09-10/\">Reuters — September 10, 2026 regulatory context concerning NVIDIA’s separate Groq arrangement</a></li></ul><p>Derived multiples are simple arithmetic from the cited public figures and are directional. Strategic conclusions, diligence priorities, conditions, and the illustrative recommendation are MikeYe-style analytical judgments, not disclosed NVIDIA conclusions.</p>",
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      "decision": "What value can the buyer create, what will it cost, and how much—if any—should be reflected in the purchase price?",
      "version": "1.0",
      "contentReviewedAt": "2026-09-10",
      "status": "published",
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        "sheets": [
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      "relatedResources": [
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        "workflow-diligence",
        "integration-continuity",
        "loi-economics-risk-allocator",
        "acquisition-mandate-target-screen",
        "carve-out-perimeter-tsa-planner",
        "capital-allocation-deal-affordability",
        "public-company-comps-workbench",
        "ma-investment-committee-memo",
        "acquisition-target-pipeline-deal-funnel"
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    {
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      "slug": "ma-deal-workflow-checklist",
      "name": "The M&A Deal Workflow: From Mandate to Value",
      "type": "Checklist",
      "topic": "corporate-development",
      "relatedTopics": [],
      "url": "https://www.mikeye.com/ma-resources/ma-deal-workflow-checklist",
      "summary": "A 156-action, 13-gate buyer-side checklist from acquisition mandate through post-close review.",
      "decision": "What must happen—and who must decide—before the buyer commits more capital, time, or operating risk?",
      "version": "1.0",
      "contentReviewedAt": "2026-09-10",
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        "sheets": [
          "Dashboard",
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          "Stage Gates",
          "Deal Team",
          "Decision Log"
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        "integration-continuity",
        "synergy-value-bridge",
        "loi-economics-risk-allocator",
        "acquisition-mandate-target-screen",
        "carve-out-perimeter-tsa-planner",
        "capital-allocation-deal-affordability",
        "ma-investment-committee-memo",
        "acquisition-target-pipeline-deal-funnel",
        "public-company-comps-workbench"
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    {
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      "slug": "nvidia-ai-infrastructure-valuation-model",
      "name": "NVIDIA: valuing an AI infrastructure business",
      "type": "Model",
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      "relatedTopics": [
        "financial-modeling"
      ],
      "url": "https://www.mikeye.com/ma-resources/nvidia-ai-infrastructure-valuation-model",
      "summary": "Connect demand for computing to product economics, supply commitments, and the cash that growth can produce.",
      "decision": "What must remain true about demand, margins, and cash conversion for the valuation to hold?",
      "version": "1.2",
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        "sheets": [
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          "Valuation Summary",
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          "Historical Financials",
          "Operating Forecast",
          "KPIs & SBC",
          "Trading Comps",
          "DCF",
          "Transactions",
          "Sum-of-the-Parts",
          "Acquisition Returns",
          "Sensitivities",
          "Sources & Adjustments",
          "Checks",
          "Source Inputs"
        ]
      },
      "relatedResources": [
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        "integration-continuity"
      ],
      "sourceNotes": "<p>Mike Ye · Workbook version 1.2 · Valuation date: 2026-09-04. Sources, adjustments, and assumptions are documented in the workbook. These are dated company examples; refresh the inputs before using a new valuation date.</p><p>Company reference material: <a href=\"https://investor.nvidia.com/financial-info/annual-reports-and-proxies/default.aspx\">NVIDIA annual reports and proxies</a>; <a href=\"https://investor.nvidia.com/financial-info/financial-reports/default.aspx\">NVIDIA financial reports</a>.</p><p>Company examples support learning about valuation. No participation by Mike in a transaction involving these companies is implied. <a href=\"https://www.mikeye.com/about\">About Mike</a> contains his selected deals.</p>",
      "evidenceType": "public-company teaching model"
    },
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      "slug": "surgery-partners-healthcare-valuation-model",
      "name": "Surgery Partners: valuing a healthcare-services business",
      "type": "Model",
      "topic": "valuation",
      "relatedTopics": [
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      ],
      "url": "https://www.mikeye.com/ma-resources/surgery-partners-healthcare-valuation-model",
      "summary": "Follow cases, reimbursement, and facility ownership through to the cash the parent company can actually keep.",
      "decision": "What cash belongs to the buyer after operating needs, partner interests, and debt are taken into account?",
      "version": "1.2",
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        "downloadVerified": true,
        "verifiedAt": "2026-09-10",
        "sheets": [
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          "Valuation Summary",
          "Assumptions",
          "Historical Financials",
          "NCI Reconciliation",
          "Operating Forecast",
          "Trading Comps",
          "DCF",
          "Transactions",
          "Sum-of-the-Parts",
          "Acquisition Returns",
          "Sensitivities",
          "Sources & Adjustments",
          "Checks",
          "Source Inputs"
        ]
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        "integration-continuity"
      ],
      "sourceNotes": "<p>Mike Ye · Workbook version 1.2 · Valuation date: 2026-09-04. Sources, adjustments, and assumptions are documented in the workbook. These are dated company examples; refresh the inputs before using a new valuation date.</p><p>Company reference material: <a href=\"https://ir.surgerypartners.com/financial-information/annual-reports\">Surgery Partners financial reports</a>; <a href=\"https://ir.surgerypartners.com/\">Surgery Partners company disclosures</a>.</p><p>Company examples support learning about valuation. No participation by Mike in a transaction involving these companies is implied. <a href=\"https://www.mikeye.com/about\">About Mike</a> contains his selected deals.</p>",
      "evidenceType": "public-company teaching model"
    },
    {
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      "cmsId": "6a9f3af084946e9b265e5824",
      "slug": "ziff-davis-media-valuation-model",
      "name": "Ziff Davis: valuing a digital media business",
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      ],
      "url": "https://www.mikeye.com/ma-resources/ziff-davis-media-valuation-model",
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      "decision": "Which earnings can the current portfolio keep producing, and what makes those earnings vulnerable?",
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          "Operating Forecast",
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          "DCF",
          "Transactions",
          "Sum-of-the-Parts",
          "Acquisition Returns",
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      "name": "Salesforce: valuing a software business",
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      "url": "https://www.mikeye.com/ma-resources/salesforce-software-valuation-model",
      "summary": "Connect recurring revenue to the cost of keeping customers, delivering the service, and funding growth.",
      "decision": "How much growth can the business turn into cash for each share after the costs of delivering it?",
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          "DCF",
          "Transactions",
          "Sum-of-the-Parts",
          "Acquisition Returns",
          "Sensitivities",
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      "evidenceType": "public-company teaching model"
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      ],
      "url": "https://www.mikeye.com/ma-resources/gap-retail-valuation-model",
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      "decision": "Does the valuation hold if sales soften and the business has to discount more stock?",
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          "DCF",
          "Transactions",
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      "summary": "A 104-action post-deal integration checklist and practical guide for protecting revenue, maintaining Day 1 continuity, and realizing synergies.",
      "decision": "What must keep working, what should change, and who is responsible for the handover?",
      "version": "1.2",
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      "download": {
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        "ma-investment-committee-memo",
        "acquisition-target-pipeline-deal-funnel",
        "deal-workflow",
        "nvidia-valuation-model",
        "surgery-partners-valuation-model",
        "ziff-davis-valuation-model",
        "salesforce-valuation-model",
        "gap-valuation-model"
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        "nvidia-valuation-model",
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        "salesforce-valuation-model",
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      "id": "exit-readiness-checklist",
      "cmsId": "6a9f194e9421799357ab09bf",
      "slug": "exit-readiness-checklist",
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      "url": "https://www.mikeye.com/exit/articles/exit-readiness-checklist",
      "summary": "An existing seller-preparation checklist, organized around what buyers will examine.",
      "decision": "What should an owner prepare before a buyer begins diligence?",
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      "sourceNotes": "<p>Catalogue summary links to the existing <a href=\"https://www.mikeye.com/exit/articles/exit-readiness-checklist\">canonical publication</a>. Original content, publication date, and URL are preserved. Catalogue inclusion does not constitute a new review of underlying financial assumptions.</p>",
      "evidenceType": "reference"
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      "summary": "A controlling investment and the operating work behind a multi-specialty expansion.",
      "decision": "What operating changes are required to deliver the acquisition thesis?",
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      "download": null,
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      "sourceNotes": "<p>Catalogue summary links to the existing <a href=\"https://www.mikeye.com/exit/articles/long-beach-surgical-case-study\">canonical publication</a>. Original content, publication date, and URL are preserved. Catalogue inclusion does not constitute a new review of underlying financial assumptions.</p>",
      "evidenceType": "practitioner transaction case"
    },
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      "cmsId": "6a9f194e9421799357ab09bb",
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      "summary": "Founder clarity, partner alignment, and the timing of a capability acquisition.",
      "decision": "How do seller alignment and timing affect the transaction?",
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      "download": null,
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      "sourceNotes": "<p>Catalogue summary links to the existing <a href=\"https://www.mikeye.com/exit/articles/sourcing-journal-case-study\">canonical publication</a>. Original content, publication date, and URL are preserved. Catalogue inclusion does not constitute a new review of underlying financial assumptions.</p>",
      "evidenceType": "practitioner transaction case"
    },
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      "summary": "A strategic investment in music data, viewed through competitive position and capability.",
      "decision": "When is a target worth more as a strategic capability than as a standalone business?",
      "version": null,
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      "evidenceType": "practitioner transaction case"
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      "name": "The five decision frames",
      "type": "Framework",
      "topic": "corporate-development",
      "relatedTopics": [],
      "url": "https://www.mikeye.com/intelligence",
      "summary": "Judgment, dependency, timing, signal, and scarcity: the frames behind consequential decisions.",
      "decision": "Which frame clarifies the decision before analysis begins?",
      "version": null,
      "contentReviewedAt": "2026-09-10",
      "status": "published",
      "download": null,
      "relatedResources": [],
      "sourceNotes": "<p>Catalogue summary links to the existing <a href=\"https://www.mikeye.com/intelligence\">canonical publication</a>. Original content, publication date, and URL are preserved. Catalogue inclusion does not constitute a new review of underlying financial assumptions.</p>",
      "evidenceType": "reference"
    },
    {
      "id": "exit-valuation",
      "cmsId": "6a9f194e9421799357ab09b5",
      "slug": "exit-valuation",
      "name": "Business valuation scenarios",
      "type": "Tool",
      "topic": "valuation",
      "relatedTopics": [],
      "url": "https://www.mikeye.com/exit/valuation",
      "summary": "Explore the existing Exit Desk calculator and its indicative positioning scenarios.",
      "decision": "How might buyer context and preparation affect an indicative valuation?",
      "version": null,
      "contentReviewedAt": "2026-09-10",
      "status": "published",
      "download": null,
      "relatedResources": [],
      "sourceNotes": "<p>Catalogue summary links to the existing <a href=\"https://www.mikeye.com/exit/valuation\">canonical publication</a>. Original content, publication date, and URL are preserved. Catalogue inclusion does not constitute a new review of underlying financial assumptions.</p>",
      "evidenceType": "reference"
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  ],
  "transactionPath": {
    "version": "1.1",
    "updated": "2026-09-10",
    "heading": "Follow the transaction path",
    "pillarHeading": "Explore the work of M&A",
    "stages": [
      {
        "id": "mandate",
        "name": "Mandate",
        "decision": "Why acquire instead of build, partner, or do nothing?",
        "evidence": "A defined business need, capital envelope, risk limits, executive sponsor, and decision authority.",
        "judgment": "Frame before detail. The target must serve the mandate.",
        "gates": "Gate 0 · Mandate approved",
        "resource": "Acquisition Mandate & Target Screen",
        "url": "/ma-resources/acquisition-mandate-target-screen"
      },
      {
        "id": "thesis-targets",
        "name": "Thesis & Targets",
        "decision": "What must be true, and which targets fit and can actually be bought?",
        "evidence": "Thesis conditions, ranked target screen, pass rationale, ownership map, control path, and initial downside test.",
        "judgment": "Underwrite rather than admire. Strategic appeal does not establish transactability.",
        "gates": "Gates 1–2 · Thesis and target approved",
        "resource": "Acquisition Target Pipeline & Deal Funnel",
        "url": "/ma-resources/acquisition-target-pipeline-deal-funnel"
      },
      {
        "id": "first-look-underwriting",
        "name": "First Look & Underwriting",
        "decision": "Do access, standalone economics, financing, and downside support a bid?",
        "evidence": "Minimum information package, reconstructed financials, valuation range, financing case, and private price ceiling.",
        "judgment": "Replicate the financials. Keep buyer-created synergy separate from standalone value.",
        "gates": "Gates 3–4 · Access and economics approved",
        "resource": "Valuation models and working tools",
        "url": "/tools-and-models",
        "supportingResources": [
          "public-company-comps-workbench",
          "capital-allocation-deal-affordability"
        ]
      },
      {
        "id": "loi-diligence",
        "name": "LOI & Diligence",
        "decision": "Are core terms clear, and can the team test the conditions behind the thesis?",
        "evidence": "Approved LOI, evidence requests, workflow tests, accountable workstream owners, and a live issue log.",
        "judgment": "Unknowns are findings. Give each material issue a consequence: Investigate, Price, Protect, or Walk.",
        "gates": "Gates 5–6 · Exclusivity approved and diligence launched",
        "resource": "LOI Economics & Risk Allocator",
        "url": "/ma-resources/loi-economics-risk-allocator",
        "supportingResources": [
          "workflow-diligence"
        ]
      },
      {
        "id": "re-underwrite-sign",
        "name": "Re-underwrite & Sign",
        "decision": "Does the deal still work on the facts and terms now in front of the buyer?",
        "evidence": "Revised valuation and synergy case, combined downside, final economics, protections, closing conditions, and integration owners.",
        "judgment": "Re-establish the price ceiling before signing. Prior spending does not justify the next commitment.",
        "gates": "Gates 7–8 · Re-underwriting and signing approved",
        "resource": "M&A Investment Committee Memo",
        "url": "/ma-resources/ma-investment-committee-memo"
      },
      {
        "id": "close-day-one",
        "name": "Close & Day 1",
        "decision": "Can funds and control transfer while the business keeps working?",
        "evidence": "Funds flow, required consents and clearances, closing checklist, and customer, cash, people, and system readiness.",
        "judgment": "Protect revenue while integrating cost. Do not confuse signing with operating readiness.",
        "gates": "Gates 9–10 · Closing approved and Day 1 stable",
        "resource": "After the Deal: Keep the Business Working",
        "url": "/ma-resources/after-the-deal-keep-the-business-working",
        "supportingResources": [
          "carve-out-perimeter-tsa-planner"
        ]
      },
      {
        "id": "value-delivery-review",
        "name": "Value Delivery & Review",
        "decision": "Has the buyer delivered the underwritten value, and what should change next time?",
        "evidence": "30/60/100-day reviews, realized cash benefits and costs, workflow decisions, revised forecasts, and residual action owners.",
        "judgment": "Compare results with the original thesis. A synergy belongs in the results only when the operating work delivers it.",
        "gates": "Gates 11–12 · Value delivery confirmed and program closed",
        "resource": "Synergy Underwriting & Value Bridge",
        "url": "/ma-resources/synergy-underwriting-value-bridge",
        "supportingResources": [
          "integration-continuity",
          "deal-workflow"
        ]
      }
    ]
  }
}