# Model Lifecycle Governance

> Register and version models, prompts, datasets, embeddings, retrieval sources and knowledge graphs, evaluate behavior against benchmarks, validate safety constraints, trace inference inputs through an inference contract, and monitor drift after deployment.

Record: `algorithms:model-lifecycle-governance`
Kind: algorithm
Canonical: https://banes-lab.com/ontology/algorithms#algorithms-model-lifecycle-governance
Closure: https://banes-lab.com/json/records/algorithms/model-lifecycle-governance/closure

Listed in [Algorithm contracts](https://banes-lab.com/api/records/algorithms.md), after [Metaprogramming Safety](https://banes-lab.com/records/algorithms/metaprogramming-safety.md) and before [Architectural Recommendation](https://banes-lab.com/records/algorithms/architectural-recommendation.md).

## Domain

- [Architecture relationships](https://banes-lab.com/records/algorithms-domain/arch-relationships.md)

## Tier

- [leaf](https://banes-lab.com/records/vocabulary/domain-tier-leaf.md)

## Math type

- [Logic](https://banes-lab.com/records/reasoning/math-type-logic.md)

## Force

- [Contract compatibility](https://banes-lab.com/records/force/contract-compatibility.md)
- [Correctness verification](https://banes-lab.com/records/force/correctness-verification.md)
- [Model governance](https://banes-lab.com/records/force/model-governance.md)
- [Observability traceability](https://banes-lab.com/records/force/observability-traceability.md)
- [Security governance](https://banes-lab.com/records/force/security-governance.md)

## Linked from

- [The mathematics](https://banes-lab.com/ontology/reasoning/the-mathematics.md)
- [Domain tiers](https://banes-lab.com/ontology/schema/the-vocabulary-domain-tier.md)
- [The forces](https://banes-lab.com/ontology/schema/the-forces.md)