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