NEW YORK – September 21, 2026 -- Amigo, a platform for deploying clinical AI, has rebranded as Concurrence, marking an expansion beyond its original scope into unified data infrastructure for health systems, biopharma companies, and public health organizations. The company says its platform has already driven over 10 million patient interactions.
Concurrence builds a unified data foundation called the Health World Model
The Health World Model consolidates institutional data into a single foundation that supplies full patient context to both AI systems and clinicians. AI-powered workflows built on top of this foundation are deployed across the care journey, covering patient intake, medication management, and clinical decision support, capturing patient interactions at what the company describes as an atomic level of detail.
Platform generates 'Patient Trajectories' to identify optimal care paths
Using the evidence base from its data foundation, the Concurrence platform identifies optimal paths from intervention to outcome, termed Patient Trajectories, to determine what is most likely to work for specific patient populations. Health systems can use this to optimize operational and clinical investments, biopharma companies to improve medication adherence and accelerate R&D, and public health agencies to improve population outcomes.
CEO frames rebrand around empirical agreement on optimal care
Ali Khokhar, CEO of Concurrence, said the name reflects the company's mission to help institutions reach empirical agreement on what constitutes the best care for a patient when all parties have access to the same context.
Former Stanford Health Care medical chief joins as Chief Medical Officer
Dr. Jay Shah, Chief Medical Officer of Concurrence and former Chief of Medical Staff at Stanford Health Care, said much of the data determining patient outcomes exists outside the 15-minute clinical visit and is typically never captured. He said Concurrence is designed to capture that missing context along with the expert judgment behind each clinical decision.
Enterprise deployment relies on native EHR integrations and compliance certifications
Concurrence supports native integrations with major electronic health record systems including Epic, Oracle Health, and Athenahealth. The platform maintains HIPAA, SOC 2 Type II, and GDPR compliance for enterprise deployment across health systems, biopharma partners, and public health agencies.