Governance & Safety¶
Safety stance¶
CliniTrace provides AI-assisted documentation and monitoring support. It does not diagnose, prescribe, or replace clinicians.
Human-in-the-loop¶
- clinician review is central
- AI outputs are assistive
- uncertainty triggers “review required”
Data governance¶
- consent capture
- minimal collection
- de-identification where feasible
- retention policy aligned to clinical needs
Model governance¶
- versioning
- performance monitoring
- drift detection
- rollback capability
Ethical principles¶
- transparency and explainability
- fairness and bias monitoring
- accountability and auditability