All case studies
Constitutional AIHealthcare network (confidential)·Healthcare·12 weeks
Patient-Safe Triage Assistant
We codified 132 patient-safety rules into a constitution that runs at inference time. Brittle prompt prefixes were retired.
- Policy rules
- 132
- Audit time
- -60%
- Duration
- 12 weeks
- Industry
- Healthcare
The problem
Patient-safety rules lived in a 40-page PDF. Engineers translated rules into prompt prefixes that drifted over time and broke under load.
Our approach
- 1Worked with clinical leads to codify 132 safety rules.
- 2Implemented a constitutional layer running at inference time.
- 3Generated audit reports tying every refusal to a specific rule.
The outcome
Auditor review time fell 60% per case. The clinical team can now amend policy directly without an engineering release.
