Quality and Audit Workflow

Quality & Audit Workflow

This diagram shows quality gates and audit processes.

Quality Assurance

Quality Gates (Automated):

• Gate 1: Source Quality (evidence reliability)
• Gate 2: Contradiction Search (mandatory counter-evidence)
• Gate 3: Uncertainty Quantification (likelihood bounds)
• Gate 4: Structural Integrity (fact-checking against sources)

Audit Process (Human):

• Sampling rates by risk tier:
    - Tier A: 30-50%
    - Tier B: 10-20%
    - Tier C: 5-10%
• Auditors review AI-generated content
• Feedback improves system quality

Configuration:

• Maintainers set audit policies
• Define sampling rates
• Configure quality gate parameters

erDiagram
    TECHNICAL_USER {
        string SystemID PK
    }
    
    AUDITOR {
        string AuditorID PK
    }
    
    MAINTAINER {
        string MaintainerID PK
    }
    
    CLAIM_VERSION {
        string VersionID PK
    }
    
    VERDICT_VERSION {
        string VersionID PK
    }
    
    QUALITY_GATE_LOG {
        string LogID PK
        string EntityVersionID FK
        enum GateType "SourceQuality,ContradictionSearch,UncertaintyQuant,StructuralIntegrity"
        boolean Passed
        json Details
        datetime ExecutedAt
    }
    
    AUDIT_RECORD {
        string AuditID PK
        string AuditorID FK
        string EntityVersionID FK
        enum EntityType "Claim,Verdict"
        enum Outcome "Pass,Fail"
        json Feedback
        datetime AuditedAt
    }
    
    AUDIT_POLICY {
        string PolicyID PK
        string MaintainerID FK
        enum RiskTier "A,B,C"
        float SamplingRate
        json Rules
    }
    
    TECHNICAL_USER ||--o{ QUALITY_GATE_LOG : "executes"
    QUALITY_GATE_LOG }o--|| CLAIM_VERSION : "validates"
    QUALITY_GATE_LOG }o--|| VERDICT_VERSION : "validates"
    AUDITOR ||--o{ AUDIT_RECORD : "creates"
    AUDIT_RECORD }o--|| CLAIM_VERSION : "audits"
    AUDIT_RECORD }o--|| VERDICT_VERSION : "audits"
    MAINTAINER ||--o{ AUDIT_POLICY : "configures"