Artificial Intelligence

AI Tools in Action

From AI scribes to document triage, here’s how clinics are using AI tools in real workflows today.

Artificial intelligence isn’t just a buzzword; it’s already transforming how clinics operate. From reducing administrative burden to improving patient communication, AI tools are helping busy healthcare teams work more efficiently. In this article, we explore four key AI tool types available for integration with AccuroEMR and how they’re making a difference in real clinics today. 

By Mike Checkley, President, and Brian Ellis, Senior Director of Product

  1. AI Scribe: Reducing Burnout and Enhancing Communication

The most widely adopted tool, the AI Scribe, listens to patient-provider conversations and generates clinical documentation in real time. But it’s more than just a dictation tool. 

“What if a microphone in the room could overhear your patient interaction and summarize it in a way you choose?” —Mike Checkley 

An AI Scribe can produce multiple outputs from a single conversation, such as: 

  • A clinical note for the EMR 
  • A patient-friendly summary 
  • A referral letter 

Not only does an AI Scribe save time, but it also frees up the provider’s attention and lets them return their focus to the patient, improving face-to-face engagement. 

It’s also worth noting that AI Scribe tools may record and analyze the conversation to determine who’s speaking and what’s being said, but the data isn’t typically stored unless explicitly designed to do so. Read our How Does AI Work? article for more on this topic. 

  1. Document Triage: Smarter Filing, Faster Workflows

Clinics receive a flood of documents daily, including faxes, referrals, and lab results, and Document Triage tools can streamline entire chains of the small, repetitive steps involved in handling them. These include: 

  • Classifying documents 
  • Extracting key data 
  • Routing them to the right provider 

“You can speed up your filing process by a factor of many—up to 10 times faster in some cases.” —Mike Checkley 

This reduces errors, saves time, and ensures nothing falls through the cracks. 

  1. Task Automation: Freeing Up Time for What Matters

Task automation is an emerging area, with huge potential for streamlining post-appointment activities.  

“This is about freeing up capacity to get on top of our work—and ideally moving from reactive to proactive care.” —Mike Checkley 

Clinics have long asked for “event macros”—a way to trigger multiple actions with one click—so AI’s ability to interpret conversations may be used to automatically generate follow-up tasks, prescriptions, lab requisitions, or even billing codes, based on each clinic’s unique workflow. 

Advancements like these would play a huge part in reducing administrative workload and helping staff focus on higher-value tasks. 

  1. Patient Intake: Streamlining the Front Desk

AI can also assist with patient intake by: 

  • Extracting data from forms 
  • Updating patient records 
  • Flagging missing or inconsistent information 

Brian Ellis explains that even document classification is a form of task automation; each step in the intake process is a task AI can help with. 

“It’s just about making them more efficient—do less work, get more done.” —Brian Ellis 

As clinics embrace AI tools for dictation/transcription, document triage, task automation, and patient intake, the impact is already being felt in reduced administrative burden and improved patient engagement. But this is just the beginning. In our upcoming article, The Future of AI in Clinics, we explore how AI is evolving to support clinical decision-making, enable proactive population health management, and reshape how clinics interact with patients. The future of AI isn’t just about doing more; it’s about doing better. 

By Mike Checkley, President, and Brian Ellis, Senior Director of Product