Automated first-pass review reads clinical notes before any human does. The professions that document function (OT, PT, SLP, nursing, and the teams around them) write the evidence these systems adjudicate, usually without being told what the reviewer looks for. 5Q Health teaches clinicians and clinical leaders what the algorithm reads, what governance their organizations owe them, and what their patients can do when the answer is no.
Explicit functional-necessity reasoning versus “intent implied,” the denial patterns emerging from AI-assisted prior authorization, and charting habits that hold up on appeal.
Appeals and medical-necessity readiness: who decides, on what timeline, and how to coach families through human-review requests.
What Joint Commission’s Responsible Use of AI in Healthcare certification expects, what a clinician’s seat at the governance table is for, and how to vet the tools arriving in your department. Pairs with the free RUAIH Readiness Scorecard.
Data governance asks four questions of every system. The fifth, who does this help participate?, comes from occupational practice. It keeps the analysis tied to the person the decision affects.
State and national professional associations · AHECs and CE providers · health center networks and HCCNs · rehab, post-acute, and home-health organizations training their own teams. In person in the Carolinas, virtual anywhere.
A plain-language companion for keeping benefits on track and contesting automated decisions that got it wrong, written for patients and families.
Open Coverage KeeperAn evidence-scored self-assessment against the five areas of Joint Commission’s Responsible Use of AI certification, with patient safeguards treated as non-negotiable.
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