Most Healthcare AI pilots prove that the model works.
Scaling tests something else.
A pilot runs within one institution, one data environment, and one governance framework.
Deployment connects multiple hospitals, labs, regulators, and clinical teams, each with different systems, policies, and operational constraints.
The challenge is no longer model performance.
It is coordinating data, evidence, governance, and decisions across fragmented healthcare organizations.
That is why Healthcare AI deployment is fundamentally a coordination challenge, not just an AI challenge.
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