Enterprise Diagnostic LabHF ATLAS Platform

The Challenge

The client faced operational pressures from unstructured requisitions, including fax, scans, and handwritten forms. Manual entry caused delays, errors, and inefficiencies. Compliance, auditability, and real-time validation were also major concerns.

The Solution

Health Futures deployed Peach, an AI agent built on the HF ATLAS platform, to automate ingestion, classification, extraction, and output of requisition data. A Rapid Innovation Team (RIT) integrated ATLAS with the client's systems, building custom white-box interfaces including email/fax ingestion, upload portals, HL7 exporters, and real-time dashboards.

Key Capabilities Delivered

• ▸Spam filtering with ~99% accuracy separating requisitions from noise
• ▸Requisition classification, patient/provider/order data extraction, and form field validation
• ▸Outputs in FHIR, HL7 v2, CSV, and JSON formats for downstream system integration
• ▸Human-in-the-loop review interface for clinical validation
• ▸Real-time dashboards and complete audit views for PHI handling compliance
• ▸PG-SQL/MS-SQL custom syncs via ATLAS open APIs