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Insurance claim first-pass rate from 61% to 92%

Afya Health Group — MediClinic Records

Before and after

First-pass claim acceptance
61%92%
Average patient wait
48 min21 min
Patient files across branches
6 sets1 record
Month-end reconciliation
5 daysInstant

The situation

Afya Health Group's revenue problem looked like a billing problem but was a documentation problem. Claims were rejected because clinical notes taken on paper did not contain what insurers required, and by the time rejections arrived the patient was long gone.

What we built

A shared electronic records platform with patient history, prescriptions, lab results, billing and insurance claim generation - built around clinical workflow rather than an accounting model.

AFYA CLINIC09:12

Appointment confirmed, Thu 14 Mar 10:30, Westlands branch. Reply 1 to reschedule. Records synced across all 6 branches.

What it changed

  • Claims are now generated from structured clinical data captured during the consultation
  • Patients moving between branches arrive with their full history already present
  • Month-end reconciliation dropped from a week of manual work to a generated report
  • Wait times halved, which lifted daily patient throughput without adding staff
Our claim rejection rate was the quiet thing bleeding us. Fixing the documentation at the point of care fixed the revenue.
Dr. Grace WanjiruMedical Director, Afya Health Group

Commercials

Investment
KES 4.4M over 20 weeks
Payback
Recovered claim revenue exceeded the build cost within the first year
Delivery
20 weeks

Technology

  • Next.js
  • Node.js
  • PostgreSQL
  • Docker
  • AWS
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See the technical buildMediClinic Records in the portfolio

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