Kameleon
Healthcare & Pharma

Nordic Healthcare Provider

Automated patient intake and medical records summarization for a regional hospital network

The Challenge

A Nordic hospital network with 12 facilities was struggling with patient intake bottlenecks. Each new patient required 45 minutes of administrative processing, and clinical staff spent significant time manually reviewing and summarizing medical histories from transferred records.

Our Solution

We built an AI-powered intake system with specialized agents for patient data collection, insurance verification, medical history parsing, and clinical note summarization. The system integrates with the hospital’s existing EHR platform via HL7 FHIR APIs.

Our Approach

01

Discovery

3-week clinical workflow analysis across 4 representative facilities

02

Prototype

4-week pilot at one facility with controlled patient cohort

03

Production

8-week rollout across all 12 facilities with staff training

04

Optimization

Continuous accuracy monitoring and multilingual support expansion

Results

70%
Faster patient intake
12
Facilities deployed
95%
Patient satisfaction
15K+
Records processed monthly

Tech Stack

AI Operating System
NLP Pipeline
HL7 FHIR
AWS eu-west-3
Python
The intake system has given our clinical staff back hours every day. Patients love the seamless experience, and our administrators finally have time for work that matters.
Chief Digital Officer
Nordic Healthcare Provider

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