1.6x–1.8x
Increase in Reporting Throughput
35–45%
Reduction in Report Turnaround Time
50%+
Decrease in Manual Data Entry Volume
Engineering & Business Challenges
01
Disjointed Tooling
The back-office relied on fragmented legacy systems, causing excessive context switching.
02
Manual Data Transcription
Inbound PDF reports required manual transcription, causing turnaround delays and data entry errors.
03
Throughput Bottlenecks
Rising assay intake volumes resulted in operational strain across laboratory personnel.
Engineering & Architectural Solution
01
Automated PDF Ingestion Engine
An extraction service parsing incoming documents with structured data categorization and form pre-population
02
Unified Operational Workspace
Consolidating lab technicians, clinicians, and data analysts into a single, cohesive workflow.
03
Refactored Database & Search
Redesigned patient history schemas and responsive query interfaces for rapid assay retrieval.
