Document AI for Structured Field Extraction

Extract business-critical fields from PDFs and scans, then convert them into structured outputs ready for automation.

Categories

Tech Used

Problem

Organizations often handle documents with inconsistent templates, which makes manual extraction expensive and rule-only systems difficult to maintain.

Approach

• Combined OCR, layout parsing, and field-detection logic into a reusable extraction pipeline
• Applied rule-based and ML/NLP methods where each was most effective
• Produced validated JSON/CSV outputs designed for APIs, analytics, and internal tools

Results

• Flexible document extraction workflow across multiple template variants
• Reduced friction when integrating document data into downstream products