AI is evolving beyond automation. See how it will support smarter, more proactive care in clinics.
AI in healthcare is no longer just about saving time; it’s about reimagining what’s possible. Here, we’re exploring what’s next for AI in clinics, based on insights from Accuro co-founders Mike Checkley and Brian Ellis. From decision support to population health, the future of AI is about more than automation. It’s about transformation.
By Mike Checkley, President, and Brian Ellis, Senior Director of Product
From Support to Strategy: What’s Coming Next
Brian Ellis and Mike Checkley outline several emerging categories of AI functionality that are poised to reshape clinical care:
Decision Support
AI tools are evolving from summarizing information to offering real-time clinical guidance. These tools won’t replace a physician’s judgment, but they can help surface relevant information, suggest treatment options, or flag potential issues.
“It’s decision support, not decision making; the clinician is the expert and will use that information appropriately to make the call.” —Brian Ellis
Pre-Visit Summarization
Imagine walking into an appointment with a dynamic, AI-generated summary of the patient’s history, medications, and recent labs, all ready to go. This is the next frontier in reducing cognitive load and improving visit efficiency.
Advanced Data Search
Current EMR search tools rely on keyword matching. AI-powered search will allow clinicians to ask natural-language questions like, “Which of my patients over 50 haven’t had a colonoscopy in the last 10 years?”, and get accurate, actionable results.
Discrete Data Extraction
AI will increasingly be used to convert free-text notes into structured, coded data. This improves interoperability, enables better analytics, and supports more proactive care planning.
Population Health Management
There’s a future where clinics use AI not just to treat individuals, but to manage entire patient populations:
“Physicians often think of patients one at a time. But AI can help group them by cohort and manage them proactively.” —Mike Checkley
AI will help clinics identify patients overdue for screenings or follow-ups, or automate cohort-based interventions. They can then use tools like Accuro’s integrated add-on patient messaging feature to send mass reminders, wellness tips, or follow-up instructions based on AI-identified needs.
A Vision for the Future
As user familiarity grows and tools continue to be expanded and refined, more clinics will use AI to engage patients before problems escalate, close care gaps, and reduce the cognitive and administrative load of providers and clinic staff.
“Think of AI as two extra arms and a second brain, helping you focus on what matters most.” —Mike Checkley
By Mike Checkley, President, and Brian Ellis, Senior Director of Product