The most successful healthcare AI deployments today aren’t about diagnosing patients. They’re about removing the cognitive and operational tax surrounding patient care.

Successful adoption can typically follow in three stages: assess and plan, pilot and migrate, then operationalize and scale.

In IT, frontline engineers care about time and toil. If AI reduces ticket ping-pong and weekend escalations, adoption is ...