The questions that matter most are rarely the ones being asked loudly.

The Integration Imperative: Why AI Strategy Without Clinical Context Fails

After analysing AI deployments across hospital systems in multiple countries, Adevium finds a consistent pattern: the technical implementations that fail do so not because of the technology, but because of the institutional conditions surrounding it. This report examines what separates the deployments that hold.