Prepare Now for New Artificial Intelligence Governance Standards

Artificial intelligence (AI) is already transforming ambulatory health care. From documentation and scheduling optimization to clinical decision support and predictive analytics, AI tools are rapidly becoming part of everyday operations. The question is no longer whether organizations will use AI, but whether they are prepared to govern AI use responsibly.

The new v45 AI Governance Standards are built around a simple but enduring philosophy: Technology changes. Good governance endures. The focus of these Standards establishes sustainable governance structures rather than regulating specific technologies. To that end, AAAHC launched the 1095 Advance AI Governance Guide. This guide includes downloadable implementation tools and a comprehensive continuing education curriculum designed to help organizations build readiness now. These resources help organizations safely evaluate, implement, monitor, and continuously improve AI-enabled processes while protecting patient safety, maintaining trust, and supporting regulatory compliance.

The 1095 Advance AI Governance Guide provides a practical roadmap for organizations at every stage of AI adoption. Whether your team is beginning to explore AI or already integrating it into clinical and operational workflows, the guide helps leaders understand AI fundamentals, distinguish between clinical and non-clinical applications, classify risk, and implement governance processes aligned with accreditation expectations.

To accelerate implementation, the guide is accompanied by a suite of ready-to-use tools and templates, 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

These resources are designed to help organizations move beyond theory and build practical, organization-wide AI governance programs.

In addition, AAAHC will be releasing a new, 9-module educational AI Governance curriculum. Planned for release on Sep 28, this fee-based curriculum will offer continuing education (CE) credit to provide leaders, clinicians, quality professionals, compliance teams, and operational staff with the knowledge and skills needed to implement AAAHC Standards successfully. Participants will gain a deeper understanding of risk-based AI governance, transparency and validation requirements, data privacy and security expectations, human oversight responsibilities, and survey readiness strategies.

Organizations preparing now will be best positioned for a smooth transition when v45 becomes effective on Dec 15, 2026. Responsible AI governance is not a one-time project. It is an ongoing commitment to quality, accountability, performance improvement, and patient safety.

Now is the time to assess your AI readiness. Explore the 1095 Advance AI Governance Guide, leverage the guide’s embedded implementation tools, and starting Sep 28 enroll your team in the 1095 Advance AI Governance Curriculum.

Creating Safer Ambulatory Care Spaces Through Fall Prevention Strategies

Falls significantly threaten patient safety by causing serious injuries with extended recovery times. Effective fall prevention strategies are essential and emphasized in AAAHC Standards, particularly in the Safety (SAF), Facilities and Equipment (FAC), and Care Management and Coordination (CMC) categories. Fall risks stem from patient-specific factors and environmental hazards, making their recognition crucial for fall prevention.

Patients recovering from sedation are at heightened risk of experiencing a fall due to temporary impairments in balance, coordination, and cognitive function. Older adults, those with mobility or visual impairments, and patients on medications that influence blood pressure or alertness are also at heightened risk. Staff must closely monitor individuals with a history of falls, chronic illnesses like diabetes or cardiovascular disease, and those who use mobility aids such as walkers or canes. Additionally, evaluating fall risk as part of a comprehensive risk assessment during admission and pre-procedure screenings enhances compliance with CMC.150 and CMC.180.

Standardized fall risk assessment scales assist clinicians in evaluating factors such as age, medication use, and mobility status. Continuous monitoring is vital, as patient conditions can swiftly change post-procedure. Staff training is crucial for recognizing subtle signs of instability, including gait and posture changes. Effective communication among team members helps at-risk patients receive necessary support during transfers and ambulation.

The use of anticoagulant medications adds another layer of risk, as these patients may face more severe complications from falls, such as internal bleeding. Therefore, proactive fall prevention is critical. Educating patients about the risks associated with blood thinners encourages behavioral and environmental modifications to prevent falls.

Environmental modifications are among the most effective fall prevention strategies. Creating a safe physical environment is mandated by FAC.120 and FAC.140. Key strategies include removing hazards, providing appropriate footwear, decluttering walkways, enhancing slip resistance on floors, and improving lighting. Installing handrails and grab bars in critical areas increases patient stability, while specialized equipment aids safe transitions between sitting and standing. Additionally, using fall alarms and sensor-based monitoring systems enhances safety by facilitating timely assistance.

A proactive approach that combines risk identification, education, and modifications is essential for effective fall prevention and improves patient safety and compliance with SAF. 140. This AAAHC Standard requires collaboration among staff, patients, and their families, as well as continuous improvements to physical health care environments.

What AAAHC Surveyors Want You to Know

For accredited organizations and those preparing for accreditation, survey readiness requires ongoing self-assessment, quality improvement, and maintenance. AAAHC Surveyors correctly and consistently emphasize a simple but important point: AAAHC already provides the accreditation resources you need—use them early and often.

AAAHC provides resources to support organizations throughout the full 1,095-day accreditation cycle. Central to this is the 1095 Engage Help Curtain, which provides easy access to essential materials, including the latest handbooks, guidance documents, and the Self-Assessment Tool. These tools help organizations interpret AAAHC Standards accurately and align internal policies with current expectations.

Surveyors encourage organizations to use the Self-Assessment Tool before surveys and as part of ongoing compliance and annual reviews. Use of the Self-Assessment Tool during quality improvement (QI) efforts helps teams identify gaps early and maintain consistent readiness.

From a Surveyor’s perspective, one of the most valuable resources available within the Self-Assessment Tool and the Resources section of the handbook is the Documentation Requirements outline, allowing organizations to proactively gather and maintain the evidence Surveyors will review during the onsite survey visit.

Additional resources, including the Notice of Survey, sample agendas, and preparation guidance, clarify the survey process and set clear expectations for staff. These tools reduce uncertainty and help teams approach surveys with confidence. Through the 1095 Learn platform, organizations can access training that reinforces Standards and supports continuous quality improvement.

Organizations that integrate these resources into daily operations experience the greatest success. When teams build preparation into everyday operations, readiness naturally follows. This readiness supports strong outcomes, a successful survey experience, and the AAAHC 1095 Strong, quality every day philosophy. AAAHC clients may log into 1095 Engage to explore the Help Curtain and make the Self-Assessment tool part of their readiness routine.

Routine Dental Unit Waterline Testing Is Essential to Patient Safety

Dental unit waterlines (DUWLs) create an ideal environment for biofilm development due to their narrow tubing, intermittent water flow, and periods of stagnation. Without a structured DUWL management program, these systems can harbor microorganisms such as Legionella, Pseudomonas aeruginosa, and nontuberculous mycobacteria. For dental practices, effective control of DUWL contamination is not only a patient safety responsibility but also a regulatory and accreditation requirement.

Central to DUWL safety is the ability to verify water quality through routine testing. Dental practices must ensure all units consistently meet the Environmental Protection Agency (EPA) drinking water standard of ≤500 CFU/mL heterotrophic bacteria, which is also reinforced by Centers for Disease Control (CDC) guidance. DUWL routine testing, performed using in office monitoring systems or mail-in laboratory services, provides measurable evidence that treatment protocols are functioning as intended.

Dental practices should test each unit according to manufacturer instructions for use (MIFU) and maintain thorough documentation, including testing dates, CFU/mL results, treatment interventions, and follow-up testing outcomes. Logs should clearly demonstrate adherence to the Infection Prevention and Control (IPC) category, specifically Standards IPC.100, IPC.170, and IPC.190 expectations for infection prevention, instrument and equipment safety, and ongoing surveillance. When testing reveals levels above 500 CFU/mL, dental practices must take immediate corrective action in accordance with the MIFU, which typically includes a shock treatment and retesting to verify DUWL functional success. The dental unit should be removed from service until results return to allowable limits.

During surgical procedures, dental practices must use sterile water or saline delivered through systems designed for sterility, as standard DUWLs cannot meet surgical sterility requirements. Consistent DUWL testing, combined with continuous and shock treatments, supports regulatory compliance, patient safety, and upholds the highest standards of infection prevention.

Specialty Corner

Prioritizing Essential Bone Health in Ambulatory Primary Care

Bone health is a critical yet frequently underrecognized component of patient care in ambulatory primary care settings. Osteoporosis, a disease that weakens bone mineral density, effects more than 10 million adults in the United States and substantially increases the risk of fractures, disabilities, loss of independence, and mortality. The U.S. Preventive Services Task Force (USPSTF) recommends bone mineral density screening for all women 65 and older and postmenopausal women younger than 65 with additional risk factors. This screening is conducted using central dual-energy x-ray absorptiometry (DXA) to measure bone mineral density and identify areas of bone at risk of fractures.

For AAAHC-accredited organizations, these USPSTF recommendations align directly with Care Management and Coordination (CMC) Standards. Standard CMC.100 emphasizes that high-quality care includes appropriate and timely diagnoses and the use of evidence-based preventive services. Incorporating systematic osteoporosis risk assessment and DXA ordering into ambulatory primary care workflows supports this expectation and can be monitored through quality improvement initiatives, along with other screening programs. Standard CMC.110 further requires that patients receive information about their condition, treatment, prognosis, follow-up, and preventive care. Patient counseling on bone-healthy nutrition, weight-bearing exercise, smoking cessation, alcohol moderation, and fall prevention is a natural extension of this AAAHC Standard.

In many ambulatory care practices, older adults and individuals with chronic health conditions, such as long-term corticosteroid use, low body mass index, or rheumatologic disease, represent clear high-risk populations for osteoporosis and fractures. By embedding bone health into routine primary care visits, pre-procedure assessments, and patient education materials, ambulatory care organizations can enhance compliance with AAAHC Standards while reducing fracture risk and improving functional patient outcomes for the communities they serve. AAAHC encourages organizations to treat bone health as a core patient care priority, integrating guideline-based screening, patient education, and follow-up into everyday primary care practices.