Policy versioning
Keep historical decisions reproducible after requirements or thresholds change.
Policy versioning, maker-checker approvals, model evidence, audit trails, and compliance review support responsible use.
Keep historical decisions reproducible after requirements or thresholds change.
Separate draft authors from approvers for production-impacting policy changes.
Attach reasons, factors, confidence, and model version to assessment outputs.
Governance keeps decision support reviewable and bounded by institution policy.
Sensitive policy and model behavior should not change silently.
Reviewers can trace policy, model, access, and decision actions.
Use the public route to orient teams, then configure the private portal and API workflows around your approved policy.