Healthcare
Calamine
Clinical-lab data platform · Houston, Texas
The challenge
The problem worth solving.
Clinical labs run on instruments and middleware that were never designed to connect to modern software, yet the results they produce are time-critical and affect care. The client needed accurate hematology results released faster, without losing the human review a regulated lab requires.
What we built
We built a React Native application that integrates directly with laboratory middleware and devices such as hematology analyzers. It auto-verifies hematology results using rule-based logic to cut turnaround time, and routes anything that needs a person through a structured flag, comment, and resolve workflow across four user roles, with in-app and email alerts so nothing stalls. The flow runs from analyzer result, through rule-based auto-verification, to flag, comment, and resolve, to released and alerted — HIPAA-aligned, on AWS. It has been deployed across multiple laboratory locations.
Why it fits
The defining difficulty of this offering is connecting to systems and devices that expose no clean modern interface, where the data is sensitive and the stakes are high. Integrating with lab middleware and analyzers, encoding clinical verification rules, and building a multi-role review workflow on top is exactly that work — proof we operate in the instrument, data, and compliance layers, where the integration actually lives. It runs today across multiple laboratory locations.
How the workflow runs.
Four user roles · in-app & email alerts.
Analyzer result
Rule-based auto-verify
Flag · comment · resolve
Released · alerted
Integration & stack
Stack
Related solution
Bring aging systems into a secure state and make them talk.
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