The lawsuits making headlines aren't really about bad models. They're about who owns the tool, how it's wired into the work, and whether anyone is watching. That's a fixable operations problem. Most healthcare AI governance failures trace back to one question a room like this can't always answer: who owns the output? Healthcare AI Governance Failure Conversations Twelve months ago, most healthcare AI conversations were about potential: which model, which pilot, which vendor d

Why most PE-backed multi-site providers will fail their first 2026 audit and the seven operational gaps that will surface in Q1. The rule changed on January 1. The workflow built around the old clock didn't. On January 1, 2026, the CMS Interoperability and Prior Authorization Final Rule (CMS-0057-F) took effect. Most of the coverage has been written for payers, because most of the new compliance burden falls on payers. Standard prior authorization decisions now have to be re