Guide pratique
AI governance platforms: what they manage vs what they don’t
Les plateformes de gouvernance gèrent inventaires, évaluations et politiques. Les audits exigent en plus des preuves runtime : approbations, application, échantillonnage et exports vérifiables.
For compliance and platform teams selecting a governance system of record and deciding how to connect governance programs to runtime evidence.
Dernière mise à jour: 17 déc. 2025 · Version v1.0 · Pas d'avis juridique.
Strengths
What governance platforms are great at
- System inventories and classification workflows.
- Risk assessments, policies, and standardized reporting.
- Coordination across stakeholders (compliance, risk, product, engineering).
Audit reality
Where audits get painful
- Auditors ask for runtime decision lineage: who approved, what policy applied, what happened in production.
- They also ask for integrity: can someone tamper with logs or exports, and can the auditor verify independently?
How it fits
How to connect program governance to runtime evidence
- Use governance platforms to manage inventories, risk workflows, and policy artifacts.
- Use KLA to enforce workflow controls (checkpoints + queues) and generate verifiable evidence export bundles.