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feat(models): Model Governance Registry — champion/challenger + historic + DataClass classifiers - #272

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feat/model-governance
Aug 3, 2026
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feat(models): Model Governance Registry — champion/challenger + historic + DataClass classifiers#272
mdheller merged 1 commit into
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feat/model-governance

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@mdheller mdheller commented Aug 3, 2026

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Expands the model plane past foundation models to the governed business-model registry the regulated pitch needs (extends #271).

  • docs/surfaces/model-governance.html — every business target (fraud · churn · credit · AML · propensity) with:
    • champion vs challenger (production champion + shadow challenger, metric + Δ),
    • historic version comparison (champion vs challenger by version),
    • PSI drift (flagged when breached),
    • the DataClass classifiers governing each target's data (transaction / merchant / PII / bureau / protected-attribute / jurisdiction …) with coverage + registration status.
  • Promotions gate through eval (fail-closed) as RunReceipts — replayable, examiner-ready; regulated targets (credit, AML) require sign-off. This is model risk management (APRA CPS 230 / OCC) as a witness surface.
  • inference-gateway-intersection.md extended with the governed-model-plane section; feed-driven (data/model-governance.json + producer, 9 tests); cross-linked with the foundation-model catalog.

Verified: feed valid; 9 pytest pass; producer round-trips.

…ic, DataClass classifiers

Extends the model plane beyond LLMs to governed business targets (fraud/churn/credit/
AML/propensity): champion-vs-challenger with metrics, historic version comparison, PSI
drift, and the DataClass classifiers governing each target's data. Promotions gate through
eval (fail-closed) as RunReceipts; regulated targets need examiner sign-off. Model risk
management as a witness surface. Feed-driven; producer + README + contract extended; 9 tests.
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mdheller merged commit fdef5a8 into main Aug 3, 2026
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mdheller deleted the feat/model-governance branch August 3, 2026 09:44
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