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Applied AI·July 9, 2026·1 min read

Shadow AI is creeping in to healthcare - leaders need to recognize the risk before it’s too late

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Shadow AI in healthcare isn’t a tooling problem—it’s a governance vacuum where clinicians reach for unapproved models to get work done. If you run a regulated environment, assume AI is already in use off the books and move quickly to provide sanctioned options with clear guardrails before regulators or incidents force your hand.

Applied AI

‘The gap between AI ambition and infrastructure reality is widening’ Google Cloud report finds 83% of organizations must overhaul their infrastructure in order to maximize the agentic AI opportunity

If 83% of orgs need infra overhauls for agentic AI, the constraint isn’t ideas — it’s plumbing. CIOs should freeze net-new ‘agent’ pilots until there’s a clear plan for data access, orchestration, and observability that can handle continuous, autonomous workflows.