Healthcare · persona
Urgent Care & Walk-In Clinic
High-volume walk-in clinic, 1-3 locations. Triage at the door, insurance at scale, and a front desk that never catches up between 5pm Friday and Monday morning.
A day in the life
What the next Tuesday looks like
It's Saturday at 11am. The waiting room has 22 people. Three are checking in at the kiosk, two are arguing about copays, the nurse practitioner is asking why the 10:45 laceration repair still doesn't have vitals in the chart, and four new patients just walked in from the parking lot.
Urgent care economics are pure throughput: every empty provider minute is lost revenue; every bottleneck at check-in pushes patients to the ER down the street or the competitor two miles away. The team isn't slow, the workflow is designed for scheduled visits, not a continuous queue.
The AI Operating Layer runs the queue. Walk-ins get triaged by SMS before they reach the desk (chief complaint, symptom duration, fever, medication allergies, insurance card photo). Eligibility checks run automatically; self-pay estimates generate before registration. The queue dashboard shows acuity, wait time, and which rooms are turning. When a 2pm no-show opens a slot, the system texts the next three low-acuity patients on the waitlist. Post-visit, discharge instructions go out automatically; PCP follow-up referrals draft from the chart and queue for provider sign-off.
By noon the line is moving. The NP sees patients instead of hunting for insurance cards. The manager sees one screen: who's waiting, who's stuck, and why.
In the wild
How this actually plays out
Walk-in triage before the front desk is the highest-leverage workflow in urgent care.
The AI workflow: a patient scans a QR code in the parking lot or lobby and completes structured triage on their phone in 90 seconds: chief complaint, symptom onset, red-flag symptoms, current medications, pharmacy, insurance card photo. Eligibility runs against the payer API; self-pay patients get an estimated visit cost before check-in. Acuity is scored (low / medium / high); high-acuity cases route immediately to clinical staff; low-acuity cases join the digital queue with a live wait-time estimate.
The front desk stops being the bottleneck. Registration becomes confirmation, not data collection. A 2-provider urgent care clinic running this workflow typically reduces median door-to-provider time by 12-18 minutes and converts 8-12% more walk-ins who would otherwise leave when they see the line.
Post-visit, discharge instructions and work/school notes generate from the chart; PCP referral letters draft automatically for cases that need follow-up within 72 hours.
Get the automation map for your practice
Tell us your practice size, PMS, and the one thing that breaks most often. We'll come back with a written map of which 5-7 automations matter first, what the rollout looks like, and what the first 30 days would change.