Human approval gates
AI may draft, suggest, prepare, or check. An authorized doctor must review and approve the clinical action.
Safety, privacy, and governance
Clinical intelligence with hard boundaries.
AI is useful without being allowed to silently become the clinical authority.
Source and confidence visible
Separate facts, derived comparisons, generated suggestions, doctor-authored content, and workflow state.
Least-privilege access
Check clinic membership, role permissions, and patient authorization before data is retrieved or shared.
Immutable audit trail
Record who generated output, which sources were used, how it was edited, and who performed the final action.