HealthJanuary 06, 2026

Opportunities for AI to empower preventive healthcare

Organizations can shift towards more proactive prevention strategies with the help of AI solutions and engaged patients.

We’re entering a new era in healthcare where prevention strategies can be ramped up by maximizing the power of AI and greater patient engagement. Preventive care has always been a priority for clinicians—it supports value-based care initiatives, improves health outcomes, and lowers costs.

At Wolters Kluwer Health, we’re seeing significant engagement in this area. Within the UpToDate® clinical decision support platform, clinicians searched six core prevention categories over 25.6 million times during a three-year period. The opportunity to leverage this information with new AI technologies, EHR data, and engaging patient education to encourage overall wellness can help bring better outcomes for healthcare organizations.

Shifting from reactive to proactive treatment

Historically, to find patients in need of preventive services, we’d have to do exhaustive reviews of paper charts. EHRs pushed us forward, allowing us to run reports and identify groups of patients in need of services. Organizations are still working to make the most of those reports, and many clinicians feel like we’re still being somewhat reactive since our primary focus is usually the patient in front of us actively seeking care.

Now, AI is able to proactively tie data together in novel ways and at scale. It can perform a search, identify the patients, and suggest the best way to communicate with individuals based on their preferences and past response rates. Certain patients may want to respond to a letter or a text message, or maybe an email with a text follow-up. Others may prefer patient portal messages. Individual clinicians can’t keep track of every preference, but AI can leverage clinical notes to help tailor and personalize the outreach to that patient for more effective preventive care follow-through.

AI can also sift through vast amounts of EHR data collected over the past decades and over millions of patient encounters, and analyze it to identify population health opportunities. For example, we’re seeing an uptick in pickleball injuries, especially in the over-60 crowd. It’s become a popular way for people to stay fit, and is also connected to injuries like falls, sprains, and fractures. AI can help clinicians make those connections as they write patient notes, and then, perhaps, it can surface helpful patient education on potential injury mitigation.

Screenshot of Amanda Heidemann's Perspectives from UpToDate: Using analytics for personalized care video clip
Dr. Heidemann describes how AI can help deliver a more efficient care experience.

Empowering a new era of patient-physician relationship

Another opportunity for better preventive care is empowering our patients themselves. Today’s patients are looking to partner more with their healthcare providers—data shows younger generations seek more ownership in their health journey and want to be involved in decision-making. They’re bringing data from digital health wearables and apps, and a KFF poll found 17% of adults are using AI chatbots to research health questions and symptoms—this rises to 25% for adults under age 30.

These data sources bring great opportunities to support curiosity with evidence, especially when educational materials are aligned with clinical decision support recommendations. And then AI can help surface those education materials in a patient’s preferred medium and delivery method.

As AI is further integrated into workflows with tools like ambient scribes, evidence-based chat, and surfacing answers much more quickly, it can do the work of collecting the latest evidence and recommendations, tying it together with clinical notes and patient histories, and surfacing the most relevant care plan information. Even removing 10-30 seconds of hunting through a chart or eliminating extra clicks can help the clinician stay focused on the patient in front of them. It can help bring the patient-physician relationship back to where it started: the joy of practice and a renewed focus on caring for the person rather than the symptoms.

Amanda Heidemann, MD, discussing AI in healthcare
Dr. Heidemann shares how she thinks physicians will benefit from new AI-powered technologies.

Now is the time to prioritize prevention strategies

The development of AI and shifting patient expectations have created an environment where prevention strategies can optimize and scale for better outcomes. Clinicians can scale outreach, care managers can proactively send evidence-based prevention information, and retail pharmacies and digital companies can collaborate for a new era of overall wellness.

In the latest issue of the UpToDate Point of Care Report, we identify opportunities for providers and healthcare organizations across the continuum to collaborate and strategize for better prevention. Download the latest report below, and explore the full library of point-of-care insights.

Complete the form to download the UpToDate Point of Care Report, "Leveraging AI for prevention."
Amanda Heidemann professional headshot.
Senior Clinical Content Consultant, Clinical Effectiveness, Wolters Kluwer Health
Amanda Heidemann, MD, FAAFP, FAMIA, is Physician Advisor for UpToDate solutions, supporting healthcare organizations and leaders in clinical transformation and technology optimization.
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