Skip to content
The Algorithm
Case StudiesHealthcare
Healthcare
Vendor Rescue
01 / 25

How We Built an EHR System for a 12-Hospital Network in 14 Weeks — After Their Vendor Spent 18 Months Failing

Key Outcome
14 weeks
to production vs 18 months of vendor failure
Team
28 engineers
Timeline
14 weeks
Industry
Healthcare
01The Situation

Regional hospital system in the American Midwest. Twelve facilities, 3,200 beds, $1.8B annual revenue. A mix of acute care hospitals, outpatient surgical centers, and affiliated physician practices running on fragmented systems that didn't talk to each other. Patient records lived in four different platforms. Nurses spent more time navigating software than treating patients.

02What Changed

Their incumbent EHR vendor — one of the largest in the US — had been implementing a unified platform for 18 months. The project was $40M over budget. Go-live had been pushed three times. The compliance team had flagged HIPAA gaps in the new system's access controls that the vendor classified as 'post-launch remediation.' The board demanded a decision: fix it or kill it.

03Why The Algorithm

The CTO found us through an industry contact who had worked with our healthcare teams. The deciding factor was our compliance-native approach — the board couldn't stomach another round of 'we'll handle HIPAA later.' We showed them an architecture where compliance was enforced at every commit through ALICE, not documented in a binder and tested after go-live.

04What We Built

Unified EHR integration layer across all twelve facilities. Patient identity resolution engine handling 2.1M patient records with a 99.7% match rate. HL7 FHIR APIs connecting legacy departmental systems to the new clinical platform. Role-based access control architecture mapped directly to HIPAA minimum necessary requirements. Real-time audit logging for every PHI access event.

05 — The Result

Production deployment in 14 weeks — compared to 18 months of failure from the previous vendor. Passed HiTrust assessment on the first attempt. Nursing documentation time reduced by 34%. The system processed 11,000 clinical transactions per hour on day one with zero downtime. The hospital system cancelled their managed services contract with the original vendor within 60 days.

What It Unlocked

They came back six months later for a population health analytics build on top of the unified data layer. That became a Tier II engagement.

Facing a Similar Situation?

The first call is with a senior engineer.

Tell us the industry, the regulatory environment, and what needs to be built. We'll tell you if we've done it before, what it should cost, and how long it takes.

Talk to an EngineerAll Case Studies
Related Services, Platforms & Engagements
Service
Healthcare Technology
Service
Compliance Infrastructure
Service
Enterprise Modernization
Platform
ALICE — Compliance Engine
Platform
clinIQ — Healthcare Intelligence
Platform
SentienGuard — Self-Healing Infrastructure
Related Case Study
Migrating a 15-Year-Old Hospital EHR Without Losing a Single Patient Record
Related Case Study
One Platform for 23 Specialty Clinics
Related Case Study
Building an AI-Powered Anti-Opioid Prescribing System That Starts With the Patient, Not the Doctor
Engage Us