Healthcare Innovation

AI for Urgent Care and Walk-In Clinics: Documentation and Workflow Efficiency

June 12, 2026
AI for Urgent Care and Walk-In Clinics: Documentation and Workflow Efficiency

Urgent care is not a forgiving environment for paperwork.

Providers see 30, 40, sometimes 50 patients in a shift. Conditions range from sprained ankles to chest pain. Every visit requires documentation. Every patient wants to be seen quickly and sent home with clear instructions. And at the end of the day, the notes that weren't finished during the visit have a way of following providers home.

It's a setting where the pressure to document accurately never lets up, and the time to do it is always running out.

Generative AI is changing that calculus for urgent care and walk-in clinic teams. Not by replacing clinical judgment, but by handling the documentation workload that surrounds it. This article walks through the specific ways urgent care providers, front desk staff, and clinic operators are using HIPAA-compliant AI to work more efficiently without cutting corners on care quality.

Why Urgent Care Has a Documentation Problem Worth Solving

The throughput model that makes urgent care financially viable is the same thing that makes documentation so difficult. Providers are expected to move fast. Rooms turn over quickly. There's rarely a dedicated scribe, and even when there is, coverage across all hours and all rooms is hard to staff.

The documentation burden in urgent care looks different from what primary care providers face. The average urgent care visit is shorter, but the variety of presenting complaints is enormous. Providers need to shift rapidly between documenting a pediatric ear infection, a laceration repair, and a patient with acute abdominal pain, all in the same hour. Each of those visits requires a complete, accurate record.

When documentation falls behind, it creates downstream problems: delayed billing, incomplete records, and the cognitive load of reconstructing visit details hours after the fact. [VERIFY BEFORE PUBLISHING: Include a relevant industry statistic on urgent care documentation time or physician burnout if available from a published source.]

HIPAA-compliant AI tools like BastionGPT are designed to support urgent care workflows specifically because they can handle sensitive clinical information within a secure, compliant infrastructure. A BAA is included with all plans. Customer data is not shared with third-party AI providers for training or any other purpose.

Use Cases: How Urgent Care Teams Are Using AI

1. Drafting SOAP Notes at the Point of Care

The SOAP note is the backbone of urgent care documentation. Writing a thorough one for every patient, every visit, under time pressure is where many providers feel the squeeze most acutely.

BastionGPT's AI Scribe captures audio from the patient encounter and generates a structured SOAP note output automatically. Providers can review and edit the draft rather than composing from scratch. The result is a note that reflects the actual encounter, not a templated summary filled in from memory at the end of a shift.

Multi-speaker recognition (up to four speakers) means the system distinguishes between provider and patient voices, which is particularly useful in urgent care rooms where a parent or family member may also be present.

Sample prompt for use outside the scribe (note drafting from bullet points):

"Draft a SOAP note for an urgent care visit. The patient is a 34-year-old male presenting with right ankle pain after a fall playing basketball. No fracture on X-ray. Assessment: Grade 2 lateral ankle sprain. Plan: RICE, NSAIDs, ace wrap, follow up with PCP in 7-10 days, return precautions given."

2. Generating Discharge Instructions

Discharge instructions are one of the most time-consuming, repetitive writing tasks in urgent care. They need to be clear enough for patients to follow at home, accurate enough to hold up clinically, and specific enough to be useful, all in the time it takes to close out a room.

AI can draft discharge instructions tailored to the specific visit in seconds. Providers describe the condition, the treatment given, and the follow-up plan, and BastionGPT produces patient-facing language that can be reviewed and printed or sent directly.

Sample prompt:

"Write discharge instructions for a patient diagnosed with a urinary tract infection. They were prescribed a 5-day course of nitrofurantoin. Include what to expect, when to take the medication, warning signs to watch for, and when to return to urgent care or go to the ER."

This also works for more complex discharges involving wound care instructions, splint care, return precautions for head injuries, or post-procedural guidance after laceration repair.

3. Documenting Procedures

Procedure notes in urgent care, whether for laceration repair, I&D, splinting, or foreign body removal, need to be accurate and complete. They're used for billing, for continuity of care, and occasionally in legal or insurance contexts.

Dictating the procedure while it's happening, or immediately after, and using AI to structure it into a proper procedure note, is significantly faster than transcribing from memory later.

Sample prompt:

"Write a procedure note for a laceration repair. Location: 3 cm linear laceration to the left forearm, no involvement of tendons or neurovascular structures. Irrigation performed, wound closed with 4-0 nylon simple interrupted sutures x6. Patient tolerated procedure well. Instructions for suture removal in 7-10 days."

4. Prior Authorization and Insurance Documentation

Prior authorizations are a persistent friction point in urgent care, particularly for imaging, specialty referrals, and higher-cost medications. Writing the clinical justification language clearly and completely is time that pulls providers or coordinators away from the floor.

BastionGPT can draft prior authorization narratives and appeal letters based on the clinical picture you describe. This is especially useful for after-hours or weekend visits where the full administrative team isn't available but clinical decisions still need documentation support.

Sample prompt:

"Draft a prior authorization request for an MRI of the right knee for a 52-year-old patient with acute knee pain, hemarthrosis on exam, and a mechanism consistent with ligamentous injury. X-ray negative for fracture. PCP referral sent. Insurance is [carrier name]."

5. Referral Letters and Consult Notes

When an urgent care visit identifies something that needs specialist follow-up, the handoff documentation matters. A clear, complete referral letter helps the receiving provider understand the clinical picture without starting from scratch, and it reduces back-and-forth between offices.

AI can produce a professional referral letter in a consistent format, pulling from the visit details you provide, in far less time than composing one manually.

Sample prompt:

"Write a referral letter to orthopedics for a patient with a distal radius fracture confirmed on X-ray. The fracture appears minimally displaced. Patient is a 67-year-old female, right hand dominant, mechanism was a fall on outstretched hand. Splinted in the ED, follow-up recommended within 3-5 days."

6. Front Desk and Operational Templates

Documentation burden in urgent care doesn't live only with providers. Front desk staff and clinic coordinators are writing emails, patient communications, internal protocols, and staff training materials constantly.

BastionGPT helps administrative teams as much as clinical ones. Common uses include drafting patient notification emails, writing or updating clinic policies and SOPs, creating staff training materials for new hires, and summarizing documents for operational review.

Sample prompt:

"Write a patient communication email letting patients know our urgent care clinic will have extended hours on July 4th weekend. Include our address, hours, walk-in policy, and a note that we can handle non-emergency needs to help reduce ER congestion."

7. Patient Education Materials

After a visit for a common urgent care condition, patients often leave with generic printed instructions that don't reflect what actually happened in their visit. AI can generate condition-specific, plain-language education materials on demand.

Sample prompt:

"Write a one-page patient education sheet on managing a second-degree burn at home. Include wound care steps, signs of infection, when to return to urgent care, and over-the-counter pain management options. Write at a 6th-grade reading level."

This is particularly useful for pediatric visits where parents need clear, actionable guidance, and for patients whose first language is not English (BastionGPT can draft in multiple languages on request).

Compliance in Urgent Care: Why It Can't Be an Afterthought

Urgent care sits at an interesting compliance intersection. Walk-in volume means more patients, more data, and more exposure to PHI in a compressed timeframe. Staff turnover at some clinics is higher than in traditional practice settings, which introduces training and access-control considerations. And the multi-location structure of many urgent care chains creates complexity around data governance.

Using a consumer AI tool to handle any of this introduces real risk. Standard tools like ChatGPT and Google Gemini do not include a Business Associate Agreement and are not designed for use with protected health information. BastionGPT is built specifically for healthcare settings, with a BAA included with every plan, AES-256 encryption at rest and in transit, and infrastructure hosted on HIPAA-compliant Microsoft Azure.

For urgent care operators managing multiple locations, the Ultra plan supports custom branding, SSO, and dedicated account management, which helps standardize AI use across a larger team without creating a compliance patchwork.

Getting Started: What Urgent Care Providers Tell Us

The feedback from urgent care providers who adopt BastionGPT tends to center on two things: how quickly the tool fits into an existing workflow, and how much it reduces the note burden at the end of a shift.

There's no complex EMR integration required. BastionGPT works alongside Epic, Cerner, Meditech, and other systems using a copy-paste or document-upload workflow. Providers can use the AI Scribe during encounters or draft notes between patients using the chat interface. Either way, the goal is the same: less time reconstructing documentation after the fact, more time in the room with the next patient.

"The efficiency gains have been substantial enough that I can serve more people without sacrificing quality." — Anna Dinoto, LCP, Forensic Psychologist

"BastionGPT has reshaped the way I practice medicine, teach, and manage day-to-day operations." — Dr. Adil Manzoor, DO, MBA/MS, Internal Medicine and Pediatrics

Try BastionGPT Free for 7 Days

BastionGPT is available for individual providers and urgent care teams of any size. Plans start at $20/user/month, and a BAA is included with every plan. There are no hidden fees and no complex setup.

If your urgent care team is spending more time on documentation than it should, BastionGPT is built to help.

Start your free 7-day trial at bastiongpt.com