This brief outlines governance considerations related to vendor risk allocation, contractualprotections, and insurance alignment when adopting AI- or LLM-enabled clinical tools. Purpose While AI-assisted systems may influence documentation or clinical reasoning, liability exposure isoften retained by the provider organization. Boards should ensure contractual and insurancestructures reflect this reality before implementation. 1. Understand Where Liability Resides …
Category Archives: Healthcare Compliance
Governance Brief No. 4: Human Verification Requirements in AI-Augmented Clinical Care
This brief outlines governance considerations related to human verification standards when AI- orLLM-assisted tools are integrated into clinical workflows. Purpose As documentation and decision-support technologies expand within exam rooms and care settings,organizations must define clear boundaries between augmentation and substitution.Human verification is the control layer that protects patient safety, professional judgment, andinstitutional defensibility. 1. The …
Governance Brief No. 3: Transcription Accuracy and Documentation Risk
Transcription Accuracy, Accent Variance, and Clinical Documentation Risk This brief outlines governance considerations related to speech-to-text transcription accuracy in AI-assisted clinical documentation workflows. Purpose As LLM-based tools are integrated into exam room encounters, speech recognition systemsincreasingly serve as the first layer of documentation capture. Transcription accuracy directly affectsclinical records, downstream AI analysis, and ultimately patient …
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Governance Brief No. 2: Liability Allocation in AI-Assisted Clinical Decision Making
This brief outlines governance considerations related to liability exposure when AI- or LLM-assisted tools influence clinical decision-making.As documentation and decision-support technologies become embedded in clinical workflows, boards must understand how liability remains structured — and where risk ultimately resides. Purpose This brief outlines governance considerations related to liability exposure when AI- or LLM-assisted tools influence …
Governance Brief No. 1: Board Considerations Before Adopting LLM-Based Clinical Tools
This memorandum outlines governance considerations for healthcare organizations evaluating theuse of Large Language Model (LLM)–based tools in clinical workflows.LLM tools are increasingly marketed as documentation assistants, decision-support systems, andworkflow enhancers. While these systems may improve efficiency and consistency, their integrationintroduces operational, regulatory, and liability considerations that require board-level oversight. Purpose LLM tools are increasingly marketed …
Compliance Isn’t Built in a Boardroom – It’s Built in Conversations
In 23 years of healthcare compliance, audit, and training, I’ve seen firsthand what separates thriving programs from the ones always putting out fires. It’s not more policies. It’s not fancier dashboards. It’s relationships. ✅ Know your doctors.✅ Know your administrators.✅ Know your frontline teams. When compliance feels like a checklist, it gets ignored. When it …
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