Clinical document intelligence system for a multi-site healthcare group
Manual document review was creating compliance risk and slowing patient intake. We built an OCR and entity extraction pipeline that classifies, validates, and routes clinical documents automatically.
AI & Intelligent Automation, in production.
What stood in the way.
Clinical documents arrived in every format imaginable and had to be read, classified, and filed by hand before a patient could move through intake. The manual process was slow, created a backlog at the front door, and carried real compliance risk every time a document was misfiled.
How MetaSys built it.
Built an OCR and entity-extraction pipeline that reads each document, identifies its type, and pulls the structured fields that matter.
Added a validation layer that checks extracted data against expected patterns and flags anything uncertain for human review.
Routed every document automatically to the right destination once validated, with a full audit trail.
Deployed on HIPAA-compliant infrastructure with access controls and logging built in from the start.
What changed for the business.
Intake teams no longer spend their day sorting paperwork. Documents are classified and routed in near real time with high accuracy, the backlog cleared, and the compliance posture improved because every document now follows a logged, validated path.
The MetaSys capabilities behind this build.
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