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US Health Systems · Healthcare

Your no-show rate is visible. It is still costing you money.

Recovering Appointment Capacity Without Adding a New System

HealthcareEpicAccess & SchedulingPredictive Analytics
15-25%
Capacity recovered
20-30%
No-show impact reduction
90 days
Pilot to outcomes

We know our no-show rate. It is on a dashboard. But by the time we see it, the slot is already gone and the patient who needed it is still on a waitlist.

The conversation we keep having with health system leaders
§ The challenge

US health systems know their no-show rate. It is on a dashboard. But by the time leadership sees it, the slot is already gone and the patient who needed it is still on a waitlist. No-show rates commonly run 18 to 30%, and some services above 35%. At $150 per visit contribution, a single 20-provider clinic leaks well over $1M a year through this gap alone.

§ What we delivered

DATA4AI runs a 90-day pilot on Epic (HIPAA aligned) that scores upcoming appointments for risk using scheduling history, lead time, visit type, and prior attendance, then hands the scheduler worklist a pre-decided outreach action per appointment. Template and overbooking rules are realigned to forecast attendance by clinic, provider, and visit type. Weekly access KPIs are delivered to leadership so the loop closes.

§ Outcomes
  • 15 to 25% of otherwise lost appointment capacity recovered
  • 20 to 30% reduction in effective no-show impact in targeted clinics
  • Zero new systems purchased or EMR workflows replaced
  • Same EMR, same data, a different way in
§ Services delivered
Data EngineeringAI Strategy & Advisory

Download the full case study

Detailed methodology, results, and implementation notes as a PDF.

§ 10 · Get in touch

Let’s talk about the second pilot.

Working on a healthcare AI, manufacturing analytics, EHR integration, inventory placement, or demand forecasting project? Book a 20-minute discovery call. We will tell you honestly if we are the right fit.

Response
Within one business day
Delivery
US, Canada, Australia, India
Focus
Healthcare and manufacturing