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Each guide is anchored to a decision you actually have to make rather than a topic you might read about.
Healthcare AI governance: the operator's complete guide
Healthcare AI governance end to end: inventory, committee, baselines, equity monitoring, agents, and the survey-ready record — with free working instruments.
Governance
AI governance committee minutes: what to record
Minutes are the evidence that AI governance operated rather than existed. What each entry has to contain, how long to keep them, and the four ways they fail.
AI model cards for hospitals: what one must contain
A model card is the one-document answer to "show me this model." The fields a governance-grade card needs, and why a vendor datasheet is not one.
Healthcare AI governance committee: the charter
A working charter for a health system AI governance committee: the eleven seats, who chairs, what it decides, quorum, and escalation to the board.
RUAIH certification timeline: how long it takes
Why the realistic timeline to Joint Commission AI certification is set by evidence that can only accumulate, and the month-by-month order that shortens it.
Certification & accreditation
CHAI or Joint Commission: which AI certification
CHAI playbooks and the Joint Commission RUAIH certification compared: what each is, who assesses you, whether you need both, and which to do first.
Do you need Joint Commission accreditation for RUAIH?
No. The published RUAIH eligibility criteria, what the alternative route to federal compliance means in practice, and what the Joint Commission has not stated.
Joint Commission AI certification: what RUAIH requires
The five areas of the Joint Commission's Responsible Use of AI certification, the evidence each asks for, and what the public record contains.
URAC AI accreditation vs Joint Commission RUAIH
The two health care AI accountability programs compared: who each certifies, what the standards cover, published dates, and how to prepare for either.
Vendors
Can an AI vendor be RUAIH certified?
No. The Joint Commission certifies organisations, not products. What a vendor claiming certification is actually saying, and what to ask instead.
Clinical documentation
Ambient clinical documentation: the operator's guide
What ambient AI documentation actually changes, the ROI math that survives contact with a CFO, and the governance record every deployment now needs.
Related libraries
The RUAIH–CHAI crosswalk
Fifteen controls mapped across the Joint Commission's focus areas, CHAI's playbooks and the NIST AI RMF, with the artifact each requires.
The use-case library
What each AI use case actually changes: the accountable owner, a cited effect size, the workflow that changes, three ways it fails, and when not to do it at all.
The evidence library
Every artifact an assessor asks for: what goes in it, who signs it, and the failure we see most often.
The readiness score
Twenty questions, sixty points, and a gap report naming the artifact you are missing. Free.
By role
The same obligation from seven different seats: COO, CFO, CMIO, compliance, FQHC, medical group, urgent care.
Advisory
When you want the Institute closer: fixed-fee committee stand-ups, readiness reviews, and retained governance support.