AI-Powered State Compliance Checking — Integration Documentation

Feature ID: GR-06-EN-01 Owner: GR (Governance & Compliance) Status: 📝 Planned Created: 2026-03-31

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Overview

GR-06-EN-01 enhances the GR-06 AI Compliance Advisor with jurisdiction-aware compliance checking. It integrates with PF-96 jurisdiction profiles, PF-60/PF-61 RAG/KB infrastructure, and PF-62 AI Skills to provide state-specific compliance guidance.

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Platform Integration Layer Dependencies

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Internal GR Dependencies

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Events Published

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gr_state_gap_analysis_completed

• Publisher: GR-06-EN-01
• Subscribers: PF-91 (compliance dashboard), PF-10 (notifications for critical gaps)
• Payload Schema:
  {
    organization_id: string; // UUID
    state_code: string;      // e.g., "AZ"
    domain: 'clinical' | 'billing' | 'compliance' | 'training' | 'comprehensive';
    compliance_score: number; // 0-100
    gap_count: number;
  }
  
• Trigger: On completion of state-specific gap analysis
• Status: 📝 Planned (Phase 4)

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Events Consumed

None directly. GR-06-EN-01 reads data from GR-03 and GR-02 via hooks, not via events.

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API Contracts

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Frontend Hooks (Internal)

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Security Considerations

• No PHI in AI prompts, KB documents, or RAG context
• State regulatory documents are public information (no org-scoping on KB tables)
• Org-specific compliance data sanitized via sanitizeContentForAI
• All AI interactions audit-logged to pf_ai_usage_logs with jurisdiction context
• Federal baseline enforcement: AI cannot recommend weakening federal requirements

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References

• Spec: specs/gr/specs/GR-06-EN-01-ai-state-compliance-checking.md
• Plan: specs/gr/plans/GR-06-EN-01-ai-state-compliance-checking-PLAN.md
• Parent: GR-06 Integration context
• PF-96 Integration: docs/architecture/integrations/PF-96-medicaid-state-compliance-configuration-INTEGRATION.md