Harnessing Document AI to Revolutionize Patient Care at First Choice Neurology

  • January 16, 2026
  • | 2.5 minute read
eClinicalWorks

eClinicalWorks

Text reads: Harnessing Document AI to Revolutionize Patient Care at First Choice Neurology with headshot shown of Dr. Ernesto Alonso with text underneath reading: Dr. Ernesto Alonso, MD – Neurologist, First Choice Neurology, Lake City/Gainsville, Florida

As a neurologist with over 20 years of experience practicing here in North Florida, I have witnessed firsthand how advances in technology can profoundly impact patient care. At First Choice Neurology, where we serve patients with complex neurological conditions such as strokes, multiple sclerosis, Parkinson’s disease, epilepsy, and more, thorough clinical documentation is essential. Yet, the volume and complexity of medical records we handle daily often created significant workflow challenges — until we embraced eClinicalWorks’ Document AI.

The Documentation Burden Before AI

Imagine starting your day buried under a mountain of patient records, many spanning dozens of pages, arriving via fax or electronic portals. Each document holds vital clues to a patient’s status, previous diagnoses, medications, and care plans, but sifting through them manually was time-consuming and prone to delays.

Our staff and providers faced a frustrating cycle: combing through lengthy records, clicking through multiple Electronic Health Record (EHR) screens to create new patient documents, and routing those to the appropriate provider. This workflow friction meant less face-to-face time with patients and more time wrestling with paperwork.

How Document AI Transformed Our Workflow

eClinicalWorks’ Document AI felt like a breakthrough for our overloaded inbox of medical information. The AI-powered assistant quickly summarizes medical records of any length, highlighting the patient’s current status and clearly outlining suggested next steps. This allows us to get up to speed in a fraction of the time it used to take, without missing critical details.

What’s more, Document AI streamlines the process of creating and assigning patient documents within our EHR. Instead of navigating multiple screens and clicks, the assistant reduces the workflow to just a few intuitive steps, automatically routing the summary to the right provider for timely follow-up.

Quantifiable Results

Thanks to Document AI, we save approximately nine clicks each time we create and assign a patient document from a telephone record alone. This reduction in clicks, multiplied across dozens of daily tasks, translates to significant time savings. Faster routing means patients get the attention they need sooner, and our providers can focus their expertise where it matters most — directly on patient care.

Broader Impacts on Efficiency and Usability

Beyond individual tasks, the smoother documentation process enhances overall EHR usability, reducing cognitive load and administrative burden. These workflow improvements scale across our practice, helping us operate more efficiently without compromising the quality of care. It’s a win-win for providers and patients alike.

More Time for What Matters Most

At the end of the day, technology like Document AI isn’t about replacing the physician’s judgment — it’s about empowering us to spend less time on paperwork and more time with our patients. For those of us treating complex neurological disorders, that extra time can make all the difference in delivering personalized, compassionate care.

At First Choice Neurology, we remain committed to leveraging innovative tools that enhance our ability to diagnose, treat, and support patients across Florida. Document AI has proven to be an invaluable partner in this mission, helping us cut through the noise of clinical documentation and focus on what truly matters — our patients’ health and well-being.

Related Post