Validation
Every use case defines a reference set, acceptance criteria, error classes, human review and stop conditions before testing.
Trust by architecture
Validate every transition, not a promise
Validation, security and explainability are designed with the workflow. The public demo contains no real medical data.
Security
Data minimisation, role-based access, action logs, version control and a separate synthetic public-demo environment.
Explainability & human review
Each output links to its source, rule and version. Critical transitions wait for an authorised person.