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Portfolio Allocation Risk Studio docs

This surface packages portfolio concentration, downside clustering, and trim-versus-protect choices into board-readable routes and JSON outputs.

{
  "generatedAt": "2026-06-01T00:00:00Z",
  "summary": {
    "items": 6,
    "averageConcentrationScore": 59,
    "averageDownsideClusterScore": 51,
    "averageSavingsRecoveryScore": 63,
    "averageInvestmentConvictionScore": 75,
    "averageDiversificationScore": 62,
    "averageBoardConfidenceScore": 81,
    "averageUrgencyScore": 68,
    "trimTracks": 2,
    "protectTracks": 2,
    "capitalAtRiskMillions": 417,
    "highFindings": 2,
    "recommendation": "Protect the AI and biotech flagships, increase the highest-recovery revenue lane, and trim concentrated identity and procurement overlap before funding more adjacent expansion."
  },
  "allocationLane": [
    {
      "owner": "AI operating partner",
      "audience": "Board strategy committee",
      "direction": "PROTECT",
      "allocationTheme": "Protect the AI flagship allocation",
      "boardQuestion": "Which current allocation should be protected because it already compounds board-level trust?",
      "allocationMove": "Protect the AI allocation from opportunistic trimming and keep it tied to governance, procurement, and board narrative outputs.",
      "nextCapitalDecision": "Protect the AI flagship allocation and only trim lower-conviction adjacent work if savings are required."
    },
    {
      "owner": "Security operating lead",
      "audience": "Risk committee",
      "direction": "TRIM",
      "allocationTheme": "Trim duplicate identity spend",
      "boardQuestion": "Where is capital concentrated in identity without a matching increase in evidence quality or remediation speed?",
      "allocationMove": "Trim duplicate identity paths and preserve one integrated evidence-and-remediation sequence.",
      "nextCapitalDecision": "Trim duplicate identity allocation and consolidate spend into one evidence-led remediation sequence."
    },
    {
      "owner": "Revenue systems partner",
      "audience": "Operating committee",
      "direction": "INCREASE",
      "allocationTheme": "Increase high-recovery revenue allocation",
      "boardQuestion": "Which revenue-system allocation has the cleanest link to savings recovery and downside reduction?",
      "allocationMove": "Increase the highest-recovery revenue allocation and hold the rest flat until the next board cycle.",
      "nextCapitalDecision": "Increase the top revenue allocation and defer the lower-yield reporting backlog into the next operating cycle."
    },
    {
      "owner": "FinTech diligence lead",
      "audience": "Investor diligence committee",
      "direction": "HOLD",
      "allocationTheme": "Hold FinTech until downside clustering clears",
      "boardQuestion": "Should FinTech capital be held steady until reserve, KYC, and merchant-review pressures stop clustering together?",
      "allocationMove": "Hold FinTech allocation flat and resolve clustered reserve, KYC, and merchant backlog pressure before any increase.",
      "nextCapitalDecision": "Hold FinTech allocation and clear clustered downside before approving new expansion capital."
    },
    {
      "owner": "Quality systems sponsor",
      "audience": "Regulated growth committee",
      "direction": "PROTECT",
      "allocationTheme": "Protect regulated-quality concentration that is working",
      "boardQuestion": "Which regulated allocation should be protected because it already behaves like one coherent operating system?",
      "allocationMove": "Protect the core regulated-quality allocation and only trim peripheral packaging work if needed.",
      "nextCapitalDecision": "Protect the flagship biotech allocation and only fund narrow follow-on proof gains around the existing system."
    },
    {
      "owner": "Procurement intelligence lead",
      "audience": "Go-to-market committee",
      "direction": "TRIM",
      "allocationTheme": "Trim procurement overlap and recover savings",
      "boardQuestion": "Where are we funding too many buyer-proof surfaces before the reuse system is fully exploited?",
      "allocationMove": "Trim overlapping procurement allocation and move the savings into the highest-leverage reusable answer and proof paths.",
      "nextCapitalDecision": "Trim overlapping procurement allocation and recover savings into the highest-reuse trust and answer paths."
    }
  ],
  "concentrationRisks": [
    {
      "owner": "AI operating partner",
      "audience": "Board strategy committee",
      "allocationTheme": "Protect the AI flagship allocation",
      "concentrationScore": 42,
      "downsideClusterScore": 29,
      "diversificationScore": 74,
      "companyTags": [
        "IBM",
        "Azure",
        "OpenAI",
        "MCP"
      ]
    },
    {
      "owner": "Security operating lead",
      "audience": "Risk committee",
      "allocationTheme": "Trim duplicate identity spend",
      "concentrationScore": 78,
      "downsideClusterScore": 68,
      "diversificationScore": 46,
      "companyTags": [
        "CyberArk",
        "Okta",
        "Entra",
        "Intune"
      ]
    },
    {
      "owner": "Revenue systems partner",
      "audience": "Operating committee",
      "allocationTheme": "Increase high-recovery revenue allocation",
      "concentrationScore": 51,
      "downsideClusterScore": 43,
      "diversificationScore": 72,
      "companyTags": [
        "Klaviyo",
        "VWO",
        "Power BI",
        "Tableau"
      ]
    },
    {
      "owner": "FinTech diligence lead",
      "audience": "Investor diligence committee",
      "allocationTheme": "Hold FinTech until downside clustering clears",
      "concentrationScore": 63,
      "downsideClusterScore": 72,
      "diversificationScore": 49,
      "companyTags": [
        "Payments",
        "Treasury",
        "KYC",
        "Merchant risk"
      ]
    },
    {
      "owner": "Quality systems sponsor",
      "audience": "Regulated growth committee",
      "allocationTheme": "Protect regulated-quality concentration that is working",
      "concentrationScore": 47,
      "downsideClusterScore": 31,
      "diversificationScore": 77,
      "companyTags": [
        "GxP",
        "CAPA",
        "Specimen",
        "Safety"
      ]
    },
    {
      "owner": "Procurement intelligence lead",
      "audience": "Go-to-market committee",
      "allocationTheme": "Trim procurement overlap and recover savings",
      "concentrationScore": 74,
      "downsideClusterScore": 64,
      "diversificationScore": 52,
      "companyTags": [
        "Procurement",
        "Trust center",
        "Questionnaires",
        "RFP"
      ]
    }
  ],
  "downsideClusters": [
    {
      "owner": "AI operating partner",
      "audience": "Board strategy committee",
      "urgencyScore": 53,
      "boardConfidenceScore": 92,
      "currentPosture": "AI governance and agent readiness already behave like a flagship wedge, not an experiment line item.",
      "allocationHeadline": "AI should be protected because it is already compounding trust, not merely consuming budget.",
      "relatedSurfaces": [
        "watsonx.kineticgain.com",
        "scorecard.kineticgain.com",
        "memo.kineticgain.com"
      ],
      "requiredEvidence": [
        "AI readiness scorecard",
        "Governance registry",
        "Board narrative memo"
      ]
    },
    {
      "owner": "Security operating lead",
      "audience": "Risk committee",
      "urgencyScore": 82,
      "boardConfidenceScore": 74,
      "currentPosture": "Identity is credible, but proof is still fragmented across access review, endpoint posture, and remediation ownership.",
      "allocationHeadline": "Identity has concentrated downside because multiple spend paths still resolve into one board question.",
      "relatedSurfaces": [
        "identity.kineticgain.com",
        "protect.kineticgain.com",
        "crossrisk.kineticgain.com"
      ],
      "requiredEvidence": [
        "Identity risk evidence ledger",
        "App protection posture",
        "Access ownership map",
        "Remediation queue"
      ]
    },
    {
      "owner": "Revenue systems partner",
      "audience": "Operating committee",
      "urgencyScore": 74,
      "boardConfidenceScore": 84,
      "currentPosture": "Revenue infrastructure already shows clear margin leak reduction paths, but the best lane still competes with lower-yield work.",
      "allocationHeadline": "Revenue deserves increased allocation where margin recovery is already visible and measurable.",
      "relatedSurfaces": [
        "revenue.kineticgain.com",
        "martech.kineticgain.com",
        "leak.kineticgain.com"
      ],
      "requiredEvidence": [
        "Platform margin leak report",
        "Revenue infrastructure scorecard",
        "Board memo"
      ]
    },
    {
      "owner": "FinTech diligence lead",
      "audience": "Investor diligence committee",
      "urgencyScore": 71,
      "boardConfidenceScore": 69,
      "currentPosture": "The FinTech lane is visible, but multiple downside themes still pile onto the same investor-facing story.",
      "allocationHeadline": "FinTech should hold for now because the downside is still clustered more tightly than the upside is diversified.",
      "relatedSurfaces": [
        "payments.kineticgain.com",
        "treasury.kineticgain.com",
        "merchant.kineticgain.com"
      ],
      "requiredEvidence": [
        "Investor diligence pack",
        "Treasury signal lab",
        "Merchant review posture"
      ]
    },
    {
      "owner": "Quality systems sponsor",
      "audience": "Regulated growth committee",
      "urgencyScore": 48,
      "boardConfidenceScore": 91,
      "currentPosture": "GxP, CAPA, specimen, safety, and narrative review now read as a coherent quality system rather than scattered tools.",
      "allocationHeadline": "Biotech allocation should be protected because the downside is low and the flagship quality story is already coherent.",
      "relatedSurfaces": [
        "gxp.kineticgain.com",
        "capa.kineticgain.com",
        "specimen.kineticgain.com"
      ],
      "requiredEvidence": [
        "Change control board",
        "CAPA ledger",
        "Specimen custody console",
        "Safety signal router"
      ]
    },
    {
      "owner": "Procurement intelligence lead",
      "audience": "Go-to-market committee",
      "urgencyScore": 79,
      "boardConfidenceScore": 77,
      "currentPosture": "Questionnaires, trust evidence, RFP packaging, and proof-gap scoring are all live, but overlap still exists before reuse is maximized.",
      "allocationHeadline": "Procurement is over-allocated in overlapping proof paths and is ready for savings recovery through consolidation.",
      "relatedSurfaces": [
        "procurement.kineticgain.com",
        "questionnaire.kineticgain.com",
        "proofgap.kineticgain.com"
      ],
      "requiredEvidence": [
        "Procurement ready OS",
        "Questionnaire answer studio",
        "Vendor proof gap monitor"
      ]
    }
  ],
  "riskMap": [
    {
      "code": "concentration-overhang",
      "severity": "high",
      "track": "IDENTITY_SECURITY",
      "audience": "Risk committee",
      "message": "This allocation is too concentrated relative to its diversification and should be re-ranked quickly."
    },
    {
      "code": "concentration-overhang",
      "severity": "high",
      "track": "PROCUREMENT_TRUST",
      "audience": "Go-to-market committee",
      "message": "This allocation is too concentrated relative to its diversification and should be re-ranked quickly."
    },
    {
      "code": "clustered-downside",
      "severity": "medium",
      "track": "IDENTITY_SECURITY",
      "audience": "Risk committee",
      "message": "Downside signals are clustering into one allocation lane, which weakens the board story if left unresolved."
    },
    {
      "code": "clustered-downside",
      "severity": "medium",
      "track": "FINTECH",
      "audience": "Investor diligence committee",
      "message": "Downside signals are clustering into one allocation lane, which weakens the board story if left unresolved."
    },
    {
      "code": "thin-allocation-proof",
      "severity": "medium",
      "track": "FINTECH",
      "audience": "Investor diligence committee",
      "message": "The allocation recommendation is still resting on thin proof, which weakens the committee packet."
    },
    {
      "code": "trim-capital-now",
      "severity": "medium",
      "track": "IDENTITY_SECURITY",
      "audience": "Risk committee",
      "message": "This lane is ready for an immediate trim and savings-recovery recommendation."
    },
    {
      "code": "trim-capital-now",
      "severity": "medium",
      "track": "PROCUREMENT_TRUST",
      "audience": "Go-to-market committee",
      "message": "This lane is ready for an immediate trim and savings-recovery recommendation."
    },
    {
      "code": "protect-flagship",
      "severity": "info",
      "track": "AI_PLATFORM",
      "audience": "Board strategy committee",
      "message": "This allocation behaves like a flagship and should be protected from opportunistic cuts."
    },
    {
      "code": "protect-flagship",
      "severity": "info",
      "track": "BIOTECH_DIAGNOSTICS",
      "audience": "Regulated growth committee",
      "message": "This allocation behaves like a flagship and should be protected from opportunistic cuts."
    }
  ],
  "verification": [
    "Synthetic allocation-risk data only - no live capital plans, committee packets, or private financials are included.",
    "Concentration, downside clustering, savings recovery, conviction, diversification, and board-confidence 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 allocation-risk judgment into one board-readable operating layer.",
    "Company tags and track labels are synthetic design aids rather than audited portfolio signals.",
    "Every route and packet is reproducible from the included sample export."
  ],
  "sample": [
    {
      "id": "ai-allocation-protect",
      "owner": "AI operating partner",
      "audience": "Board strategy committee",
      "track": "AI_PLATFORM",
      "direction": "PROTECT",
      "allocationTheme": "Protect the AI flagship allocation",
      "boardQuestion": "Which current allocation should be protected because it already compounds board-level trust?",
      "currentPosture": "AI governance and agent readiness already behave like a flagship wedge, not an experiment line item.",
      "allocationMove": "Protect the AI allocation from opportunistic trimming and keep it tied to governance, procurement, and board narrative outputs.",
      "concentrationScore": 42,
      "downsideClusterScore": 29,
      "savingsRecoveryScore": 38,
      "investmentConvictionScore": 91,
      "diversificationScore": 74,
      "boardConfidenceScore": 92,
      "urgencyScore": 53,
      "allocationHeadline": "AI should be protected because it is already compounding trust, not merely consuming budget.",
      "allocationNarrative": "The allocation risk is not overspend; it is weakening the flagship lane that already converts technical work into board-readable credibility.",
      "nextCapitalDecision": "Protect the AI flagship allocation and only trim lower-conviction adjacent work if savings are required.",
      "companyTags": [
        "IBM",
        "Azure",
        "OpenAI",
        "MCP"
      ],
      "relatedSurfaces": [
        "watsonx.kineticgain.com",
        "scorecard.kineticgain.com",
        "memo.kineticgain.com"
      ],
      "requiredEvidence": [
        "AI readiness scorecard",
        "Governance registry",
        "Board narrative memo"
      ]
    },
    {
      "id": "identity-allocation-trim",
      "owner": "Security operating lead",
      "audience": "Risk committee",
      "track": "IDENTITY_SECURITY",
      "direction": "TRIM",
      "allocationTheme": "Trim duplicate identity spend",
      "boardQuestion": "Where is capital concentrated in identity without a matching increase in evidence quality or remediation speed?",
      "currentPosture": "Identity is credible, but proof is still fragmented across access review, endpoint posture, and remediation ownership.",
      "allocationMove": "Trim duplicate identity paths and preserve one integrated evidence-and-remediation sequence.",
      "concentrationScore": 78,
      "downsideClusterScore": 68,
      "savingsRecoveryScore": 83,
      "investmentConvictionScore": 57,
      "diversificationScore": 46,
      "boardConfidenceScore": 74,
      "urgencyScore": 82,
      "allocationHeadline": "Identity has concentrated downside because multiple spend paths still resolve into one board question.",
      "allocationNarrative": "The allocation case improves by reducing overlap and moving capital toward one integrated risk-evidence story rather than parallel control narratives.",
      "nextCapitalDecision": "Trim duplicate identity allocation and consolidate spend into one evidence-led remediation sequence.",
      "companyTags": [
        "CyberArk",
        "Okta",
        "Entra",
        "Intune"
      ],
      "relatedSurfaces": [
        "identity.kineticgain.com",
        "protect.kineticgain.com",
        "crossrisk.kineticgain.com"
      ],
      "requiredEvidence": [
        "Identity risk evidence ledger",
        "App protection posture",
        "Access ownership map",
        "Remediation queue"
      ]
    },
    {
      "id": "revenue-allocation-increase",
      "owner": "Revenue systems partner",
      "audience": "Operating committee",
      "track": "REVENUE_SYSTEMS",
      "direction": "INCREASE",
      "allocationTheme": "Increase high-recovery revenue allocation",
      "boardQuestion": "Which revenue-system allocation has the cleanest link to savings recovery and downside reduction?",
      "currentPosture": "Revenue infrastructure already shows clear margin leak reduction paths, but the best lane still competes with lower-yield work.",
      "allocationMove": "Increase the highest-recovery revenue allocation and hold the rest flat until the next board cycle.",
      "concentrationScore": 51,
      "downsideClusterScore": 43,
      "savingsRecoveryScore": 88,
      "investmentConvictionScore": 86,
      "diversificationScore": 72,
      "boardConfidenceScore": 84,
      "urgencyScore": 74,
      "allocationHeadline": "Revenue deserves increased allocation where margin recovery is already visible and measurable.",
      "allocationNarrative": "The strongest path is to fund the revenue lane with direct savings recovery instead of spreading capital across weaker reporting upgrades.",
      "nextCapitalDecision": "Increase the top revenue allocation and defer the lower-yield reporting backlog into the next operating cycle.",
      "companyTags": [
        "Klaviyo",
        "VWO",
        "Power BI",
        "Tableau"
      ],
      "relatedSurfaces": [
        "revenue.kineticgain.com",
        "martech.kineticgain.com",
        "leak.kineticgain.com"
      ],
      "requiredEvidence": [
        "Platform margin leak report",
        "Revenue infrastructure scorecard",
        "Board memo"
      ]
    },
    {
      "id": "fintech-allocation-hold",
      "owner": "FinTech diligence lead",
      "audience": "Investor diligence committee",
      "track": "FINTECH",
      "direction": "HOLD",
      "allocationTheme": "Hold FinTech until downside clustering clears",
      "boardQuestion": "Should FinTech capital be held steady until reserve, KYC, and merchant-review pressures stop clustering together?",
      "currentPosture": "The FinTech lane is visible, but multiple downside themes still pile onto the same investor-facing story.",
      "allocationMove": "Hold FinTech allocation flat and resolve clustered reserve, KYC, and merchant backlog pressure before any increase.",
      "concentrationScore": 63,
      "downsideClusterScore": 72,
      "savingsRecoveryScore": 44,
      "investmentConvictionScore": 61,
      "diversificationScore": 49,
      "boardConfidenceScore": 69,
      "urgencyScore": 71,
      "allocationHeadline": "FinTech should hold for now because the downside is still clustered more tightly than the upside is diversified.",
      "allocationNarrative": "The best near-term move is discipline, not expansion, until the investor story improves across reserve exposure, queue speed, and review posture.",
      "nextCapitalDecision": "Hold FinTech allocation and clear clustered downside before approving new expansion capital.",
      "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"
      ]
    },
    {
      "id": "biotech-allocation-protect",
      "owner": "Quality systems sponsor",
      "audience": "Regulated growth committee",
      "track": "BIOTECH_DIAGNOSTICS",
      "direction": "PROTECT",
      "allocationTheme": "Protect regulated-quality concentration that is working",
      "boardQuestion": "Which regulated allocation should be protected because it already behaves like one coherent operating system?",
      "currentPosture": "GxP, CAPA, specimen, safety, and narrative review now read as a coherent quality system rather than scattered tools.",
      "allocationMove": "Protect the core regulated-quality allocation and only trim peripheral packaging work if needed.",
      "concentrationScore": 47,
      "downsideClusterScore": 31,
      "savingsRecoveryScore": 36,
      "investmentConvictionScore": 89,
      "diversificationScore": 77,
      "boardConfidenceScore": 91,
      "urgencyScore": 48,
      "allocationHeadline": "Biotech allocation should be protected because the downside is low and the flagship quality story is already coherent.",
      "allocationNarrative": "The mistake would be cutting the one regulated lane that already reads as a mature operating system just to harvest short-term optics.",
      "nextCapitalDecision": "Protect the flagship biotech allocation and only fund narrow follow-on proof gains around the existing system.",
      "companyTags": [
        "GxP",
        "CAPA",
        "Specimen",
        "Safety"
      ],
      "relatedSurfaces": [
        "gxp.kineticgain.com",
        "capa.kineticgain.com",
        "specimen.kineticgain.com"
      ],
      "requiredEvidence": [
        "Change control board",
        "CAPA ledger",
        "Specimen custody console",
        "Safety signal router"
      ]
    },
    {
      "id": "procurement-allocation-trim",
      "owner": "Procurement intelligence lead",
      "audience": "Go-to-market committee",
      "track": "PROCUREMENT_TRUST",
      "direction": "TRIM",
      "allocationTheme": "Trim procurement overlap and recover savings",
      "boardQuestion": "Where are we funding too many buyer-proof surfaces before the reuse system is fully exploited?",
      "currentPosture": "Questionnaires, trust evidence, RFP packaging, and proof-gap scoring are all live, but overlap still exists before reuse is maximized.",
      "allocationMove": "Trim overlapping procurement allocation and move the savings into the highest-leverage reusable answer and proof paths.",
      "concentrationScore": 74,
      "downsideClusterScore": 64,
      "savingsRecoveryScore": 86,
      "investmentConvictionScore": 67,
      "diversificationScore": 52,
      "boardConfidenceScore": 77,
      "urgencyScore": 79,
      "allocationHeadline": "Procurement is over-allocated in overlapping proof paths and is ready for savings recovery through consolidation.",
      "allocationNarrative": "The best move is not adding more surfaces; it is collapsing overlap and letting reuse compound through trust, questionnaire, and vendor-proof systems.",
      "nextCapitalDecision": "Trim overlapping procurement allocation and recover savings into the highest-reuse trust and answer paths.",
      "companyTags": [
        "Procurement",
        "Trust center",
        "Questionnaires",
        "RFP"
      ],
      "relatedSurfaces": [
        "procurement.kineticgain.com",
        "questionnaire.kineticgain.com",
        "proofgap.kineticgain.com"
      ],
      "requiredEvidence": [
        "Procurement ready OS",
        "Questionnaire answer studio",
        "Vendor proof gap monitor"
      ]
    }
  ]
}