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Why Is AI Governance in Healthcare Moving From Approval to Continuous Assurance?

Approval was the old governance endpoint. Continuous assurance is the new one — and it is becoming a performance-management discipline, not a compliance function.

Half of surveyed US healthcare organizations have implemented generative AI, yet only 45% of implementers have quantified a return. Deloitte's enterprise survey exposes a wider gap still: 74% of companies plan to deploy agentic AI within two years, while just 21% report a mature governance model for autonomous agents. Adoption is running ahead of both measurable value and control maturity.

This issue synthesises intelligence from…

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