Acceptance Lab

Status: Canonical
Last updated: 2026-07-05

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Human-gated promotion path for AI assets — benchmark results alone are insufficient for production release.

flowchart TB
    BM[Benchmark report] --> REV[Reviewer UI PRD-000]
    REV --> APP{Approve?}
    APP -->|Yes| REG[Register in PL-004]
    APP -->|No| FEED[Feedback → dataset]
    FEED --> BM

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Workflow

1. PRD-001 exports federation bundle (ai:agent-ops:export)
2. PRD-000 ingests (ai:agent-ops:sync)
3. Reviewer inspects benchmark + learning artifacts
4. Human approves or rejects promotion
5. Approved versions enter PL-004 registry

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Related

• human-approval.md
• closed-loop.md
• PRODUCTS/PRD-000-experience-platform.md

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