AI governance
Model Registry & Validation
Versioned inventory of production, candidate and retired AI models with validation status, performance slices, data lineage, approval and rollback.
9Across six modules
6Champion versions
3Shadow / PoC
2Within 30 days
| Model | Capability | Role | Version | Validation | Drift | Deployment | Action |
|---|---|---|---|---|---|---|---|
| document-ai-id | OCR + classification | Champion | 1.2.3 | Approved | Stable | Private | |
| document-ai-id-next | OCR + classification | Challenger | 1.3.0-rc2 | PoC | Shadow | Private | |
| website-lob-id | LOB classification | Champion | 0.9.8 | Approved | Watch | Private | |
| entity-resolver-id | Adverse/PEP matching | Champion | 2.1.1 | Approved | Stable | Private | |
| sentiment-id | Indonesian review/social NLP | Champion | 1.7.4 | Renewal due | Stable | Private |
Promotion gates
- Functional accuracy by relevant slice.
- False-positive / false-negative analysis.
- Indonesian-language validation.
- Security/privacy review.
- Explainability and audit output completeness.
- Approved rollback point.
Champion / challenger
Challengers can run in shadow mode on permitted data. No production decision impact until validation and approval.
Shadow modeNo decision impact
Rollback
Every promoted model retains prior approved artifact, configuration and decision-policy compatibility.