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Health information exchange: interoperability as the first step to AI in care

You cannot deploy trustworthy clinical AI on data trapped in silos. Interoperability comes first.

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Apr 21, 2026

Health information exchange: interoperability as the first step to AI in care

You cannot deploy trustworthy clinical AI on data trapped in silos. Interoperability comes first.

Health systems generate enormous volumes of data — but that data is scattered across EMRs, lab systems, imaging platforms, and pharmacy networks that rarely communicate. Without interoperability, AI models see fragments, not the full picture.

Unicorn's Health Information Exchange connects disparate health data sources using FHIR and HL7 standards, creating a unified patient record that AI can reason over safely. Interoperability is not a nice-to-have — it is the prerequisite for every trustworthy clinical AI deployment.

Topic: HealthTech