Coordinating follow-up across agents
Multi-agent workflows that move past copilots into real clinical coordination: longitudinal reasoning, intelligent escalation, and agent-to-agent hand-off.
Agents Assemble was our global challenge to builders: wire real clinical workflows to the living record over MCP, A2A, and FHIR. These are the standout builds.
Winners and honorable mentions worth studying, a curated slice of the Agents Assemble Challenge.
Multi-agent workflows that move past copilots into real clinical coordination: longitudinal reasoning, intelligent escalation, and agent-to-agent hand-off.
Governed, longitudinal workflows that catch unresolved diagnostic follow-ups before they fail, combining agents, FHIR interoperability, and reasoning that prioritizes risk.
Clinical NLP and deterministic reasoning build audit-defensible systems that read unstructured notes, find coding gaps, and surface reimbursement insight.
Twelve more worth studying. Filter by clinical domain.
Every submission to the Agents Assemble Challenge was evaluated by a panel of clinicians, health-AI architects, and platform engineers.






Bring a workflow. We will help you wire agents to the living record over MCP, A2A, and FHIR. No rip and replace.