Use Case
Healthcare
Clinical AI, patient data, and medical workflows.
Healthcare AI demands a higher standard because the consequences touch safety, trust, dignity, access, and life itself. OpenIRB supports structured review of clinical AI, patient data, medical workflows, and research-adjacent systems.
Review questions
- What clinical purpose does the system serve — diagnostic, therapeutic, administrative, operational, or research-adjacent?
- What evidence supports safety and performance?
- What patient populations were represented in validation?
- What limitations are disclosed to clinicians and patients?
- What role does the human clinician retain?
- What data and consent posture apply?
- What adverse events or performance drift trigger review?
- What regulatory, quality, or institutional review requirements apply?