Case Study · HealthcareDiagnostic Imaging Network• 4-Week Deployment

HIPAA-Aligned Patient Record Summarizer

Runs silently as a background assistant alongside radiologists, prioritizing urgent cases in the queue, with data handling designed around HIPAA's privacy and security requirements.

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Results

99.1%

Sensitivity Rate

<4 sec

Triage Speed

Zero

Data Retention

✦99.1% triage accuracy rate

The Challenge

Radiology scan backlogs meant urgent cases were queued alongside routine checkups.

The Approach

We built an AI triage assistant that prioritizes critical scans in the queue and logs preliminary summaries into EHR records.

Automated scan queue prioritization
Instant urgent case alerting
Seamless EHR system logging
Zero-retention, HIPAA-aligned data pipeline

Tech Stack

Python AI ModelsDocker ContainersFastAPIEHR Sync

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This was built as part of our AI Agent Development work for the Healthcare & Diagnostics sector.

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