Posted in: Announcements
The complimentary guide provides practical tools for establishing AI governance, managing risk, and supporting patient safety
The Accreditation Association for Ambulatory Health Care (AAAHC) today launched its 1095 Advance AI Governance Guide, a complimentary implementation resource designed to help ambulatory care organizations establish practical governance frameworks for the safe, effective, and responsible use of artificial intelligence (AI).
As AI becomes increasingly integrated into daily clinical and operational workflows, organizations face new opportunities to improve efficiency and decision support while managing risks related to patient safety, privacy, bias, cybersecurity, and regulatory compliance. The 1095 Advance AI Governance Guide helps organizations move beyond AI concepts to practical implementation by providing actionable tools that support governance, oversight, and continuous improvement throughout the 1,095-day accreditation cycle.
“Technology changes, good governance endures,” said Noel Adachi, MBA, President and CEO of AAAHC. “Our AI Governance Guide provides ambulatory care organizations with a practical framework for adopting AI responsibly while preserving patient safety, accountability, and quality. Organizations that establish strong governance today will be well prepared to adapt as AI continues to evolve.”
Built around four foundational principles, the guide helps organizations:
- Establish governance, oversight, and accountability
- Promote transparency, validation, and accuracy
- Protect data security and patient privacy
- Maintain meaningful human oversight
The guide contains a comprehensive suite of implementation resources, including:
- AI Risk Assessment
- AI System Inventory
- AI Vendor Evaluation Tool and Checklist
- AI Policy and Procedure Template
- AI Lifecycle Management Checklist
- AI Survey Readiness Checklist
- AI Case Based Scenarios
- Surveyor Questions Crosswalk to v45 AI Standards
“AI should never replace clinical judgment—it should strengthen it,” said Julie Lynch, Director of the Institute for Quality Improvement (IQI) at AAAHC. “Effective governance enables organizations to realize the benefits of AI while preserving the human expertise, ethical decision-making, and accountability that remain essential to safe, high-quality ambulatory care.”
The AI Governance Guide complements AAAHC’s broader AI initiatives, including the v45 Accreditation Standards, AI-focused educational programs, the AI-powered accreditation assistant Bernie, and an upcoming 1095 Advance AI Governance curriculum.
The 1095 Advance AI Governance Guide is available at no cost.

