Build a control plane for healthcare product and integration teams that validates FHIR and HL7 payloads, simulates ADT/ORM/ORU workflows, checks OAuth app flows, and monitors integration failures in production. The tool would also standardize routing rules, workflow configuration, and integration health dashboards so teams can ship clinical integrations with less manual coordination.

AI clinical tools are scaling rapidly across millions of patient visits, increasing the pressure on safe, reliable interoperability. As usage grows globally, integration quality becomes a core bottleneck rather than a back-office task.