Agentic AI is already in production without IT's knowledge, so the governance question has shifted from policy to named ownership.
A survey of 250 leaders found 28% already run agentic AI in production and 44% are piloting, while 72% admit tools or agents were deployed without formal IT approval — and a separate figure showing 86% confident they can govern AI looks hollow against the fact that most organizations lack a current AI inventory. The proposed fix is to treat every agent like an employee: an identifiable human owner accountable for its access and actions, with authentication (who it is) separated from authority (what it may do). At Trinity Health, that accountability is concentrated in an AI council spanning CIO, CEO, COO, CSO, CMIO and physicians, where the CIO holds personal veto power over any deployment.
Go deeper
PodcastA Finance Analyst's Agent, That No One Owns | Newsday with Elbridge Locklear and 229Project23 minThe incident where an AI exported patient data in batches, caught only by audit logs, and Novant's federated model.
Sarah Richardson, President of Community Development, This Week Health
PodcastThe First Acute System on Epic Orchard | The 229 Podcast with John McDaniel22 minHow the council sequences safety, sustainable value and integration risk — and why clinical AI is frozen pending FDA guidance.
John McDaniel, CIO, Trinity Health




