Healthcare · National Hospital Chain

Eight branches, one EMR, zero downtime.

A national private hospital chain running eight branches on three separate patient-record systems — none of which spoke to each other. Clinicians were making decisions from incomplete histories. Billing was a manual reconciliation exercise. We consolidated everything into a single EMR without interrupting care.

EMR consolidation Data migration · zero downtime NHIF integration 14-month programme
Healthcare professionals reviewing patient records — East African hospital
Client
National Hospital Group (Confidential)
Sector
Healthcare & Life Sciences
Duration
14 months
Year
2024–2025

The challenge

The hospital group had grown by acquisition. Each acquired facility had its own patient-management system — one on a proprietary legacy platform, one on an on-premises open-source EMR, one on spreadsheets. Clinicians at the group's flagship Nairobi campus had no reliable view of a patient's history at a sister branch 40 kilometres away. NHIF reimbursement reconciliation was taking the billing team five days per month per branch.

The group's medical director had two non-negotiable constraints: no system downtime during the migration (the ICU and maternity ward couldn't go offline), and no patient history could be lost or corrupted in the transition. A previous IT team had attempted a consolidation two years earlier and abandoned it after corrupting 2,300 records during a test migration.

3
Legacy EMR systems
8
Branches across Kenya
340K+
Patient records to migrate

What we did

We spent the first six weeks doing something the previous IT team had skipped: a full data-quality audit. We profiled every table across all three source systems, identified duplicate patient records (8,400 across branches), mapped terminology mismatches (ICD-10 versions differed), and built a deterministic matching algorithm that resolved ambiguity before any data moved.

Migration was staged branch by branch, always in the small hours of a weekend, with a rollback window kept open until the morning handover. Clinical staff ran parallel charting on both old and new systems for the first 72 hours of each branch go-live. The ICU and maternity ward were last, and their go-live weekend had three Arton engineers on-site through the night.

NHIF integration was built alongside the migration, not after. We worked directly with the NHIF technical team to map their claims schema to the new EMR, and tested live claims through the portal before any branch went live. The billing team saw their monthly reconciliation shrink from five days per branch to four hours.

Healthcare data consolidation — clinical workflow

Technical approach

The target system was an open-standards EMR extended with a custom module for NHIF's electronic claims format and a mobile nursing-station app for ward rounds. All data was encrypted at rest and in transit, with role-based access by department, branch, and staff grade. The integration layer used a FHIR R4 API so future integrations (lab, pharmacy, diagnostics) could be added without touching the core.

"Eight branches, one record, no downtime. Arton's team delivered what two previous vendors said was technically impossible on our timeline."

Approach

A five-phase programme, branch by branch.

01

Data audit

Full quality and schema profiling across all three legacy systems before any migration begins.

02

Deduplication

Deterministic matching resolved 8,400 duplicate patient records before data moved.

03

Staged migration

Branch by branch, weekend by weekend — always with a rollback window and parallel charting period.

04

NHIF integration

Live claims tested against NHIF portal before each branch go-live, not after.

Outcomes

Delivered on schedule, 6% under budget.

8
Branches consolidated
0h
Clinical downtime
−6%
Vs. original budget
5d → 4h
Monthly NHIF reconciliation

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