{
  "ok": true,
  "scope": "MaxArc Impact Platform - cross-module AI verification, anomaly intelligence, evidence review, and authorized operational search foundation (Task-009)",
  "notice": "Synthetic, non-identifiable sample data only. No real financial, clinical, laboratory, asset, program, or patient data. This module unifies signals from fund accountability, stockpile logistics, laboratory operations, patient continuity, restricted patient locator, asset management, and program performance. AI is assistive only. AI confidence is not proof; anomaly signals are not findings until authorized humans review and decide. Human authorization, evidence, consent, role-based access, separation of duties, and immutable audit remain authoritative. This is not a full EHR, not a public search engine, and separate from MaxTrax EHR and the Medical Library.",
  "summary": {
    "totalOpenCases": 15,
    "criticalAndHighCases": 12,
    "casesAwaitingReview": 15,
    "overdueReviews": 15,
    "secondReviewQueue": 6,
    "separationOfDutiesExceptions": 1,
    "evidenceIncompleteCases": 10,
    "crossModuleContradictions": 7,
    "unresolvedReconciliationCases": 15,
    "suspectedDiversionOrMisuse": 4,
    "privacyRestrictedSignals": 5,
    "falsePositiveReviewRate": 50,
    "confirmedFindings": 1,
    "dismissedFindings": 1,
    "aiCaseCount": 17,
    "auditCompleteness": 100,
    "byModule": {
      "fund-accountability": 3,
      "stockpile-logistics": 4,
      "lab-operations": 2,
      "patient-continuity": 2,
      "restricted-patient-locator": 1,
      "asset-management": 2,
      "program-performance": 2,
      "cross-module": 1
    },
    "bySeverity": {
      "critical": 6,
      "high": 7,
      "medium": 3,
      "low": 1
    },
    "confidenceDistribution": {
      "0.0-0.4": 0,
      "0.4-0.6": 2,
      "0.6-0.8": 14,
      "0.8-1.0": 1
    },
    "boundaryReminder": {
      "impactDomain": "impact.maxarchealth.com",
      "impactPort": "3201",
      "medicalLibraryBoundary": "library.maxarchealth.com remains separate (port 3101, not used here)",
      "maxTraxEhrBoundary": "MaxTrax EHR remains separate; this is not a full EHR"
    }
  },
  "positioning": {
    "standaloneFirst": true,
    "integrationReady": true,
    "notAnEhr": true,
    "notAPublicSearchEngine": true,
    "separateFromMaxTraxEhr": true,
    "unifiesModules": [
      "fund-accountability",
      "stockpile-logistics",
      "lab-operations",
      "patient-continuity",
      "restricted-patient-locator",
      "asset-management",
      "program-performance"
    ],
    "offlineCapable": true,
    "operationalSignalsNotConfirmedFindings": true
  },
  "evidenceDecisionPosture": {
    "everyCaseReferencesSourceRecordsAndEvidence": true,
    "aiConfidenceIsNotProof": true,
    "anomalySignalsAreNotFindingsUntilReviewed": true,
    "criticalDecisionsRequireAuthorizedHumanApproval": true,
    "sensitiveCasesMayRequireSecondReview": true,
    "requestorReviewerApproverAuditorRolesSeparated": true,
    "falsePositiveDecisionsRequireExplanation": true,
    "suppressedOrDismissedCasesRequireReasonAndAuditHistory": true,
    "sourceRecordsNotSilentlyModified": true,
    "contradictoryEvidenceRemainsVisible": true,
    "incompleteEvidencePreventsFinalCertification": true,
    "patientRelatedSignalsPrivacyRestricted": true,
    "allActionsAuditable": true,
    "statement": "Every intelligence case references source records and evidence. AI confidence is not proof and anomaly signals are not findings until an authorized human reviews and decides. Critical decisions require authorized human approval; sensitive cases may require a second review. Requestor, reviewer, approver, and auditor roles remain separated where required. False-positive decisions require an explanation; suppressed or dismissed cases require a documented reason and audit history. Source records are never silently modified, contradictory evidence remains visible, and incomplete evidence prevents final certification. Patient-related signals remain privacy restricted. Every search, review, decision, escalation, override, and closure is auditable."
  },
  "privacyPosture": {
    "sampleDataSynthetic": true,
    "noIdentifiableData": true,
    "noPatientIdentityDisclosure": true,
    "noPreciseLocationDisclosure": true,
    "minimumNecessaryOnly": true,
    "notAPublicSearchEngine": true,
    "statement": "All data is synthetic and non-identifiable. Patient-related signals are privacy restricted, disclose neither identity nor precise location, and return minimum-necessary information only. This is not a public search engine and requires authorized role and purpose."
  },
  "aiPosture": {
    "statement": "AI unifies and prioritizes cross-module signals to help authorized humans review faster. AI confidence is not proof and an anomaly is never confirmed misconduct without authorized investigation and decision. AI may search authorized operational records, reconcile records across modules, detect anomalies and contradictions, identify missing or conflicting evidence, prioritize review queues, summarize evidence for authorized reviewers, identify suspicious activity patterns, suggest likely root causes, recommend next review steps, calculate confidence and severity signals, and surface possible duplicate, fabricated, diverted, or manipulated records. AI never approves, denies, suspends, punishes, accuses, or sanctions; never certifies financial, clinical, laboratory, asset, or program results; never discloses patient identity or precise location; never changes source records; never transfers funds, commodities, assets, or custody; never closes investigations or compliance cases; never suppresses findings; and never bypasses consent, privacy, role-based access, evidence, separation of duties, or human review.",
    "assists": [
      "search authorized operational records",
      "reconcile records across modules",
      "detect anomalies and contradictions",
      "identify missing or conflicting evidence",
      "prioritize review queues",
      "summarize evidence for authorized reviewers",
      "identify suspicious activity patterns",
      "suggest likely root causes",
      "recommend next review steps",
      "calculate confidence and severity signals",
      "surface possible duplicate, fabricated, diverted, or manipulated records"
    ],
    "mustNot": [
      "autonomously approve, deny, suspend, punish, accuse, or sanction",
      "autonomously certify financial, clinical, laboratory, asset, or program results",
      "autonomously disclose patient identity or precise location",
      "autonomously change source records",
      "autonomously transfer funds, commodities, assets, or custody",
      "autonomously close investigations or compliance cases",
      "autonomously suppress findings",
      "bypass consent, privacy, role-based access, evidence, separation of duties, or human review",
      "represent an anomaly as confirmed misconduct without authorized investigation and decision"
    ]
  },
  "humanControls": {
    "roles": [
      "program-focal",
      "grant-compliance-officer",
      "procurement-auditor",
      "logistics-controller",
      "lab-quality-officer",
      "clinical-services-lead",
      "continuity-care-team",
      "privacy-compliance-officer",
      "asset-controller",
      "me-auditor",
      "oversight-reviewer",
      "compliance-committee",
      "auditor-read-only"
    ],
    "requirements": [
      "every intelligence case references source records and evidence",
      "AI confidence is not proof; anomaly signals are not findings until reviewed",
      "critical decisions require authorized human approval",
      "sensitive cases may require second review",
      "requestor, reviewer, approver, and auditor roles remain separated where required",
      "false-positive and dismissal decisions require explanation and audit history",
      "source records are never silently modified",
      "contradictory evidence remains visible",
      "incomplete evidence prevents final certification",
      "patient-related signals remain privacy restricted",
      "all searches, reviews, decisions, escalations, overrides, and closures are auditable"
    ]
  },
  "boundary": {
    "impactDomain": "impact.maxarchealth.com",
    "impactPort": "3201",
    "medicalLibraryBoundary": "library.maxarchealth.com remains separate (port 3101, not used here)",
    "maxTraxEhrBoundary": "MaxTrax EHR remains separate; this is not a full EHR and does not couple repositories",
    "notAPublicSearchEngine": "Authorized operational search only; not a public search engine and never exposes patient identity or precise location",
    "operationalSignalsDistinction": "These are operational AI-assisted signals, not confirmed clinical or compliance findings."
  },
  "modules": [
    {
      "id": "fund-accountability",
      "label": "Fund Accountability",
      "route": "/fund-accountability"
    },
    {
      "id": "stockpile-logistics",
      "label": "Stockpile & Logistics",
      "route": "/stockpile-logistics"
    },
    {
      "id": "lab-operations",
      "label": "Lab Operations",
      "route": "/lab-operations"
    },
    {
      "id": "patient-continuity",
      "label": "Patient Continuity",
      "route": "/patient-continuity",
      "privacyRestricted": true
    },
    {
      "id": "restricted-patient-locator",
      "label": "Restricted Patient Locator",
      "route": "/restricted-patient-locator",
      "privacyRestricted": true
    },
    {
      "id": "asset-management",
      "label": "Asset Management",
      "route": "/asset-management"
    },
    {
      "id": "program-performance",
      "label": "Program Performance",
      "route": "/program-performance"
    }
  ],
  "routes": [
    "/ai-intelligence/cases",
    "/ai-intelligence/signals",
    "/ai-intelligence/anomalies",
    "/ai-intelligence/reconciliations",
    "/ai-intelligence/evidence-reviews",
    "/ai-intelligence/human-decisions",
    "/ai-intelligence/escalations",
    "/ai-intelligence/separation-of-duties",
    "/ai-intelligence/privacy-restrictions",
    "/ai-intelligence/false-positives",
    "/ai-intelligence/audit-events",
    "/ai-intelligence/search-index",
    "/ai-intelligence/summary",
    "/ai-intelligence-dashboard"
  ]
}