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Board Investment Priority Engine docs

This surface packages board-ready fund, protect, hold, and trim decisions into reproducible routes and JSON outputs.

{
  "generatedAt": "2026-06-01T00:00:00Z",
  "summary": {
    "items": 6,
    "averagePriorityScore": 81,
    "averageSavingsLeverageScore": 66,
    "averageDownsideExposureScore": 50,
    "averageConvictionScore": 83,
    "averagePaybackWindowScore": 76,
    "averageBoardConfidenceScore": 84,
    "averageUrgencyScore": 74,
    "fundTracks": 2,
    "protectTracks": 2,
    "capitalToReallocateMillions": 322,
    "highFindings": 2,
    "recommendation": "Fund the AI and revenue lanes, protect the identity and biotech cores, hold FinTech until proof quality improves, and trim overlapping procurement packaging."
  },
  "priorityLane": [
    {
      "owner": "AI operating partner",
      "audience": "Board strategy committee",
      "action": "FUND",
      "priorityTheme": "Fund the governed AI flagship",
      "boardQuestion": "Which current system deserves fresh investment because it already compounds trust, governance, and procurement leverage?",
      "recommendedMove": "Fund the AI flagship and treat it as the multiplier for governance, trust, and platform narrative reuse.",
      "nextBoardAsk": "Approve a priority increase for AI governance, agent readiness, and memo packaging as one flagship operating system."
    },
    {
      "owner": "Identity assurance lead",
      "audience": "Risk committee",
      "action": "PROTECT",
      "priorityTheme": "Protect the identity evidence spine",
      "boardQuestion": "Which risk-control lane should be protected because it stabilizes multiple exposure narratives at once?",
      "recommendedMove": "Protect identity evidence funding while trimming only duplicate packaging work around it.",
      "nextBoardAsk": "Protect the identity evidence ledger and adjacent control plane while consolidating duplicate review motions."
    },
    {
      "owner": "Revenue systems partner",
      "audience": "Operating committee",
      "action": "FUND",
      "priorityTheme": "Fund the highest-recovery revenue lane",
      "boardQuestion": "Which revenue-system motion has the cleanest tie between investment and margin recovery?",
      "recommendedMove": "Fund the revenue lane with the clearest leak-recovery path and let the lower-yield backlog wait.",
      "nextBoardAsk": "Approve incremental funding for the revenue infrastructure scorecard and margin leak remediation path."
    },
    {
      "owner": "FinTech diligence lead",
      "audience": "Investor diligence committee",
      "action": "HOLD",
      "priorityTheme": "Hold FinTech until proof quality catches up",
      "boardQuestion": "Where should we hold investment steady until downside exposure and proof fragmentation improve?",
      "recommendedMove": "Hold FinTech expansion flat until reserve, KYC, and merchant proof are cleaner and easier to defend.",
      "nextBoardAsk": "Keep FinTech funding flat until reserve exposure, KYC refresh posture, and merchant review timing are less clustered."
    },
    {
      "owner": "Quality systems sponsor",
      "audience": "Regulated growth committee",
      "action": "PROTECT",
      "priorityTheme": "Protect the regulated quality system",
      "boardQuestion": "Which regulated lane behaves like one working operating system and should be defended from opportunistic cuts?",
      "recommendedMove": "Protect the core biotech system and only defer peripheral presentation work if the board wants savings.",
      "nextBoardAsk": "Protect the biotech quality system and approve only narrow follow-on evidence improvements."
    },
    {
      "owner": "Procurement intelligence lead",
      "audience": "Go-to-market committee",
      "action": "TRIM",
      "priorityTheme": "Trim overlapping procurement motions",
      "boardQuestion": "Where can we save money by collapsing duplicated proof packaging instead of building another buyer-facing layer?",
      "recommendedMove": "Trim overlapping procurement work and reallocate effort into the reusable answer and evidence core.",
      "nextBoardAsk": "Approve a trim across overlapping procurement wrappers and reallocate savings into reusable trust evidence."
    }
  ],
  "boardAsks": [
    {
      "owner": "AI operating partner",
      "audience": "Board strategy committee",
      "priorityTheme": "Fund the governed AI flagship",
      "priorityScore": 94,
      "convictionScore": 95,
      "boardConfidenceScore": 93,
      "nextBoardAsk": "Approve a priority increase for AI governance, agent readiness, and memo packaging as one flagship operating system.",
      "companyTags": [
        "IBM",
        "Azure",
        "OpenAI",
        "MCP"
      ]
    },
    {
      "owner": "Identity assurance lead",
      "audience": "Risk committee",
      "priorityTheme": "Protect the identity evidence spine",
      "priorityScore": 82,
      "convictionScore": 86,
      "boardConfidenceScore": 85,
      "nextBoardAsk": "Protect the identity evidence ledger and adjacent control plane while consolidating duplicate review motions.",
      "companyTags": [
        "CyberArk",
        "Okta",
        "Entra",
        "Intune"
      ]
    },
    {
      "owner": "Revenue systems partner",
      "audience": "Operating committee",
      "priorityTheme": "Fund the highest-recovery revenue lane",
      "priorityScore": 89,
      "convictionScore": 88,
      "boardConfidenceScore": 87,
      "nextBoardAsk": "Approve incremental funding for the revenue infrastructure scorecard and margin leak remediation path.",
      "companyTags": [
        "Klaviyo",
        "VWO",
        "Power BI",
        "Tableau"
      ]
    },
    {
      "owner": "FinTech diligence lead",
      "audience": "Investor diligence committee",
      "priorityTheme": "Hold FinTech until proof quality catches up",
      "priorityScore": 61,
      "convictionScore": 64,
      "boardConfidenceScore": 68,
      "nextBoardAsk": "Keep FinTech funding flat until reserve exposure, KYC refresh posture, and merchant review timing are less clustered.",
      "companyTags": [
        "Payments",
        "Treasury",
        "KYC",
        "Merchant risk"
      ]
    },
    {
      "owner": "Quality systems sponsor",
      "audience": "Regulated growth committee",
      "priorityTheme": "Protect the regulated quality system",
      "priorityScore": 86,
      "convictionScore": 92,
      "boardConfidenceScore": 91,
      "nextBoardAsk": "Protect the biotech quality system and approve only narrow follow-on evidence improvements.",
      "companyTags": [
        "GxP",
        "CAPA",
        "Specimen",
        "Safety"
      ]
    },
    {
      "owner": "Procurement intelligence lead",
      "audience": "Go-to-market committee",
      "priorityTheme": "Trim overlapping procurement motions",
      "priorityScore": 76,
      "convictionScore": 72,
      "boardConfidenceScore": 79,
      "nextBoardAsk": "Approve a trim across overlapping procurement wrappers and reallocate savings into reusable trust evidence.",
      "companyTags": [
        "Procurement",
        "Trust center",
        "Questionnaires",
        "RFP"
      ]
    }
  ],
  "capitalSequence": [
    {
      "owner": "AI operating partner",
      "audience": "Board strategy committee",
      "urgencyScore": 79,
      "paybackWindowScore": 88,
      "savingsLeverageScore": 62,
      "downsideExposureScore": 34,
      "headline": "AI is the clearest fund-now lane because it compounds board trust and cross-functional reuse.",
      "relatedSurfaces": [
        "scorecard.kineticgain.com",
        "memo.kineticgain.com",
        "watsonx.kineticgain.com"
      ],
      "requiredEvidence": [
        "AI governance scorecard",
        "Executive board brief",
        "Procurement-ready proof set"
      ]
    },
    {
      "owner": "Identity assurance lead",
      "audience": "Risk committee",
      "urgencyScore": 73,
      "paybackWindowScore": 74,
      "savingsLeverageScore": 58,
      "downsideExposureScore": 57,
      "headline": "Identity should be protected because it carries disproportionate board trust for the rest of the control stack.",
      "relatedSurfaces": [
        "identity.kineticgain.com",
        "protect.kineticgain.com",
        "guest.kineticgain.com"
      ],
      "requiredEvidence": [
        "Identity risk ledger",
        "Access review posture",
        "Remediation queue proof"
      ]
    },
    {
      "owner": "Revenue systems partner",
      "audience": "Operating committee",
      "urgencyScore": 77,
      "paybackWindowScore": 84,
      "savingsLeverageScore": 91,
      "downsideExposureScore": 41,
      "headline": "Revenue should be funded where margin recovery is already board-readable, not merely plausible.",
      "relatedSurfaces": [
        "revenue.kineticgain.com",
        "leak.kineticgain.com",
        "martech.kineticgain.com"
      ],
      "requiredEvidence": [
        "Platform margin leak report",
        "Revenue infrastructure scorecard",
        "Benchmark waterfall"
      ]
    },
    {
      "owner": "FinTech diligence lead",
      "audience": "Investor diligence committee",
      "urgencyScore": 71,
      "paybackWindowScore": 57,
      "savingsLeverageScore": 49,
      "downsideExposureScore": 73,
      "headline": "FinTech should hold for now because the downside clusters faster than the board proof improves.",
      "relatedSurfaces": [
        "payments.kineticgain.com",
        "treasury.kineticgain.com",
        "merchant.kineticgain.com"
      ],
      "requiredEvidence": [
        "Investor diligence pack",
        "Treasury signal lab",
        "Merchant review posture",
        "KYC queue evidence"
      ]
    },
    {
      "owner": "Quality systems sponsor",
      "audience": "Regulated growth committee",
      "urgencyScore": 63,
      "paybackWindowScore": 72,
      "savingsLeverageScore": 44,
      "downsideExposureScore": 39,
      "headline": "Biotech should be protected because the regulated system already reads as one defensible story.",
      "relatedSurfaces": [
        "gxp.kineticgain.com",
        "capa.kineticgain.com",
        "specimen.kineticgain.com"
      ],
      "requiredEvidence": [
        "Change control board",
        "CAPA ledger",
        "Specimen custody proof",
        "Safety signal router"
      ]
    },
    {
      "owner": "Procurement intelligence lead",
      "audience": "Go-to-market committee",
      "urgencyScore": 81,
      "paybackWindowScore": 83,
      "savingsLeverageScore": 89,
      "downsideExposureScore": 58,
      "headline": "Procurement is the clearest trim lane because savings are visible without killing the core trust story.",
      "relatedSurfaces": [
        "procurement.kineticgain.com",
        "questionnaire.kineticgain.com",
        "proofgap.kineticgain.com"
      ],
      "requiredEvidence": [
        "Procurement OS",
        "Questionnaire answer studio",
        "Trust center evidence room",
        "Vendor proof gap monitor"
      ]
    }
  ],
  "riskMap": [
    {
      "code": "downside-overhang",
      "severity": "high",
      "track": "FINTECH",
      "audience": "Investor diligence committee",
      "message": "Downside exposure is outrunning the current board story and needs a ranked intervention path."
    },
    {
      "code": "hold-until-proof",
      "severity": "high",
      "track": "FINTECH",
      "audience": "Investor diligence committee",
      "message": "This lane should hold until downside exposure and proof quality stop clustering together."
    },
    {
      "code": "thin-board-proof",
      "severity": "medium",
      "track": "FINTECH",
      "audience": "Investor diligence committee",
      "message": "The next board ask still rests on thin proof and should be tightened before expansion capital is approved."
    },
    {
      "code": "trim-overlap",
      "severity": "medium",
      "track": "PROCUREMENT_TRUST",
      "audience": "Go-to-market committee",
      "message": "This lane has enough reusable proof to support an immediate trim-and-reallocate recommendation."
    },
    {
      "code": "fund-now",
      "severity": "info",
      "track": "AI_PLATFORM",
      "audience": "Board strategy committee",
      "message": "This lane is ready for a board-level fund-now recommendation."
    },
    {
      "code": "fund-now",
      "severity": "info",
      "track": "REVENUE_SYSTEMS",
      "audience": "Operating committee",
      "message": "This lane is ready for a board-level fund-now recommendation."
    },
    {
      "code": "protect-core",
      "severity": "info",
      "track": "BIOTECH_DIAGNOSTICS",
      "audience": "Regulated growth committee",
      "message": "This lane behaves like protected core infrastructure and should not be weakened by opportunistic cuts."
    }
  ],
  "verification": [
    "Synthetic board-priority data only - no live fund plans, internal models, or investment committee packets are included.",
    "Priority, savings leverage, downside exposure, conviction, payback window, board-confidence, and urgency metrics are modeled from the sample executive-intelligence set in this repo.",
    "This surface is read-only and designed to show how Kinetic Gain can package fund, protect, hold, and trim decisions into one board-readable operating layer.",
    "Company tags and track labels are synthetic design aids rather than audited market signals.",
    "Every route and packet is reproducible from the included sample export."
  ],
  "sample": [
    {
      "id": "ai-fund-now",
      "owner": "AI operating partner",
      "audience": "Board strategy committee",
      "track": "AI_PLATFORM",
      "action": "FUND",
      "priorityTheme": "Fund the governed AI flagship",
      "boardQuestion": "Which current system deserves fresh investment because it already compounds trust, governance, and procurement leverage?",
      "currentPosture": "The AI governance and agent-readiness lane already resolves into scorecards, procurement proof, and executive memos.",
      "recommendedMove": "Fund the AI flagship and treat it as the multiplier for governance, trust, and platform narrative reuse.",
      "priorityScore": 94,
      "savingsLeverageScore": 62,
      "downsideExposureScore": 34,
      "convictionScore": 95,
      "paybackWindowScore": 88,
      "boardConfidenceScore": 93,
      "urgencyScore": 79,
      "headline": "AI is the clearest fund-now lane because it compounds board trust and cross-functional reuse.",
      "narrative": "The strongest board story is to keep investing where AI governance already anchors procurement, platform, and diligence outputs instead of letting that lane starve.",
      "nextBoardAsk": "Approve a priority increase for AI governance, agent readiness, and memo packaging as one flagship operating system.",
      "companyTags": [
        "IBM",
        "Azure",
        "OpenAI",
        "MCP"
      ],
      "relatedSurfaces": [
        "scorecard.kineticgain.com",
        "memo.kineticgain.com",
        "watsonx.kineticgain.com"
      ],
      "requiredEvidence": [
        "AI governance scorecard",
        "Executive board brief",
        "Procurement-ready proof set"
      ]
    },
    {
      "id": "identity-protect-core",
      "owner": "Identity assurance lead",
      "audience": "Risk committee",
      "track": "IDENTITY_SECURITY",
      "action": "PROTECT",
      "priorityTheme": "Protect the identity evidence spine",
      "boardQuestion": "Which risk-control lane should be protected because it stabilizes multiple exposure narratives at once?",
      "currentPosture": "Identity proof is live across review, posture, and entitlement lanes, but it still acts as one control spine.",
      "recommendedMove": "Protect identity evidence funding while trimming only duplicate packaging work around it.",
      "priorityScore": 82,
      "savingsLeverageScore": 58,
      "downsideExposureScore": 57,
      "convictionScore": 86,
      "paybackWindowScore": 74,
      "boardConfidenceScore": 85,
      "urgencyScore": 73,
      "headline": "Identity should be protected because it carries disproportionate board trust for the rest of the control stack.",
      "narrative": "The board does not reward cutting the lane that keeps access, device, and remediation evidence coherent. Protect the core and only trim duplicate wrappers.",
      "nextBoardAsk": "Protect the identity evidence ledger and adjacent control plane while consolidating duplicate review motions.",
      "companyTags": [
        "CyberArk",
        "Okta",
        "Entra",
        "Intune"
      ],
      "relatedSurfaces": [
        "identity.kineticgain.com",
        "protect.kineticgain.com",
        "guest.kineticgain.com"
      ],
      "requiredEvidence": [
        "Identity risk ledger",
        "Access review posture",
        "Remediation queue proof"
      ]
    },
    {
      "id": "revenue-fund-recovery",
      "owner": "Revenue systems partner",
      "audience": "Operating committee",
      "track": "REVENUE_SYSTEMS",
      "action": "FUND",
      "priorityTheme": "Fund the highest-recovery revenue lane",
      "boardQuestion": "Which revenue-system motion has the cleanest tie between investment and margin recovery?",
      "currentPosture": "Revenue infrastructure already exposes leak recovery, experiment proof, and reporting-path uplift.",
      "recommendedMove": "Fund the revenue lane with the clearest leak-recovery path and let the lower-yield backlog wait.",
      "priorityScore": 89,
      "savingsLeverageScore": 91,
      "downsideExposureScore": 41,
      "convictionScore": 88,
      "paybackWindowScore": 84,
      "boardConfidenceScore": 87,
      "urgencyScore": 77,
      "headline": "Revenue should be funded where margin recovery is already board-readable, not merely plausible.",
      "narrative": "This is the easiest story to tell a CFO: fund the lane that already ties operator work to saved spend and cleaner growth math.",
      "nextBoardAsk": "Approve incremental funding for the revenue infrastructure scorecard and margin leak remediation path.",
      "companyTags": [
        "Klaviyo",
        "VWO",
        "Power BI",
        "Tableau"
      ],
      "relatedSurfaces": [
        "revenue.kineticgain.com",
        "leak.kineticgain.com",
        "martech.kineticgain.com"
      ],
      "requiredEvidence": [
        "Platform margin leak report",
        "Revenue infrastructure scorecard",
        "Benchmark waterfall"
      ]
    },
    {
      "id": "fintech-hold-proof",
      "owner": "FinTech diligence lead",
      "audience": "Investor diligence committee",
      "track": "FINTECH",
      "action": "HOLD",
      "priorityTheme": "Hold FinTech until proof quality catches up",
      "boardQuestion": "Where should we hold investment steady until downside exposure and proof fragmentation improve?",
      "currentPosture": "Payments, KYC, treasury, and merchant review are live, but the story is still clustered across multiple risk motions.",
      "recommendedMove": "Hold FinTech expansion flat until reserve, KYC, and merchant proof are cleaner and easier to defend.",
      "priorityScore": 61,
      "savingsLeverageScore": 49,
      "downsideExposureScore": 73,
      "convictionScore": 64,
      "paybackWindowScore": 57,
      "boardConfidenceScore": 68,
      "urgencyScore": 71,
      "headline": "FinTech should hold for now because the downside clusters faster than the board proof improves.",
      "narrative": "The disciplined answer is not to cut the lane, but to hold it while the diligence and queue-quality story catches up.",
      "nextBoardAsk": "Keep FinTech funding flat until reserve exposure, KYC refresh posture, and merchant review timing are less clustered.",
      "companyTags": [
        "Payments",
        "Treasury",
        "KYC",
        "Merchant risk"
      ],
      "relatedSurfaces": [
        "payments.kineticgain.com",
        "treasury.kineticgain.com",
        "merchant.kineticgain.com"
      ],
      "requiredEvidence": [
        "Investor diligence pack",
        "Treasury signal lab",
        "Merchant review posture",
        "KYC queue evidence"
      ]
    },
    {
      "id": "biotech-protect-system",
      "owner": "Quality systems sponsor",
      "audience": "Regulated growth committee",
      "track": "BIOTECH_DIAGNOSTICS",
      "action": "PROTECT",
      "priorityTheme": "Protect the regulated quality system",
      "boardQuestion": "Which regulated lane behaves like one working operating system and should be defended from opportunistic cuts?",
      "currentPosture": "GxP, CAPA, specimen, safety, and narrative review now read as one coherent regulated stack.",
      "recommendedMove": "Protect the core biotech system and only defer peripheral presentation work if the board wants savings.",
      "priorityScore": 86,
      "savingsLeverageScore": 44,
      "downsideExposureScore": 39,
      "convictionScore": 92,
      "paybackWindowScore": 72,
      "boardConfidenceScore": 91,
      "urgencyScore": 63,
      "headline": "Biotech should be protected because the regulated system already reads as one defensible story.",
      "narrative": "The mistake would be harvesting short-term savings from the one regulated lane that already behaves like a mature operating layer.",
      "nextBoardAsk": "Protect the biotech quality system and approve only narrow follow-on evidence improvements.",
      "companyTags": [
        "GxP",
        "CAPA",
        "Specimen",
        "Safety"
      ],
      "relatedSurfaces": [
        "gxp.kineticgain.com",
        "capa.kineticgain.com",
        "specimen.kineticgain.com"
      ],
      "requiredEvidence": [
        "Change control board",
        "CAPA ledger",
        "Specimen custody proof",
        "Safety signal router"
      ]
    },
    {
      "id": "procurement-trim-overlap",
      "owner": "Procurement intelligence lead",
      "audience": "Go-to-market committee",
      "track": "PROCUREMENT_TRUST",
      "action": "TRIM",
      "priorityTheme": "Trim overlapping procurement motions",
      "boardQuestion": "Where can we save money by collapsing duplicated proof packaging instead of building another buyer-facing layer?",
      "currentPosture": "Procurement proof is strong, but multiple trust-answer-packaging motions still overlap before reuse is maximized.",
      "recommendedMove": "Trim overlapping procurement work and reallocate effort into the reusable answer and evidence core.",
      "priorityScore": 76,
      "savingsLeverageScore": 89,
      "downsideExposureScore": 58,
      "convictionScore": 72,
      "paybackWindowScore": 83,
      "boardConfidenceScore": 79,
      "urgencyScore": 81,
      "headline": "Procurement is the clearest trim lane because savings are visible without killing the core trust story.",
      "narrative": "The board story gets stronger when procurement proof reuses itself. The right move is to trim duplicate packaging and keep the trust spine intact.",
      "nextBoardAsk": "Approve a trim across overlapping procurement wrappers and reallocate savings into reusable trust evidence.",
      "companyTags": [
        "Procurement",
        "Trust center",
        "Questionnaires",
        "RFP"
      ],
      "relatedSurfaces": [
        "procurement.kineticgain.com",
        "questionnaire.kineticgain.com",
        "proofgap.kineticgain.com"
      ],
      "requiredEvidence": [
        "Procurement OS",
        "Questionnaire answer studio",
        "Trust center evidence room",
        "Vendor proof gap monitor"
      ]
    }
  ]
}