DocWise
Challenge
Extracting accurate, structured data from diverse PDFs and scans (e.g., ACORD forms) at scale without slowing down operations.
Solution
End-to-end ML pipeline with transformer OCR (DONUT-style) in PyTorch, human-in-the-loop review UI, and REST APIs for batch and real-time extraction.
Delivery highlights
Impact snapshot
Manual Data Entry Time
Field-Level Accuracy (median)
Avg. Doc Turnaround