Build a SaaS verification layer for healthcare AI vendors and health systems that attaches evidence trails, confidence signals, and audit logs to AI-generated clinical outputs. The product would integrate with EMRs and clinical AI applications to show exactly which conversation segments, chart facts, or workflow data support each generated note, recommendation, authorization decision, or care action.

Multiple healthcare companies are moving from generic AI pilots to clinical-grade, real-time AI systems where safety, auditability, and workflow integration are becoming buying requirements. The rise of responsible AI in health systems creates demand for infrastructure that makes outputs verifiable rather than merely generated.