Healthcare
Production-ready document processing to transform patient care
Trusted by leading AI teams
Deploy Document Processing in Mission-Critical Flows
Parse Dense Layouts
CMS-1500s pack dozens of fields into tight grids. Our OCR + VLM pipeline detects every element type regardless of alignment shifts or form variations.
( fig.01 )
Handle Hundreds of Rows
EOBs contain nested tables, spanning cells, and inconsistent formatting across payers. Multiple array extraction strategies return clean output with precise bounding boxes for every value.
( fig.02 )
Decode Messy Handwriting
Standard OCR chokes on physician handwriting. Our hybrid pipeline routes handwritten elements to purpose-built VLMs trained to interpret real-world medical scrawl.
( fig.03 )
Detect Checkboxes Reliably
Prior auth forms are filled with checkboxes, X-marks, and partial fills. Get accurate field detection with confidence scores on every extraction and automatic flagging when human review is needed.
( fig.04 )
Scale to 1,000+ Page Files
Patient charts span years of visits, labs, and notes. Smart chunking and merging strategies ensure accurate extraction across the entire record without token limits or context cutoffs.
( fig.05 )
