ID authentication
OCR that reads and validates identity documents.
Document fraud detection for lending and rental applications
The challenge
Lenders and property managers were verifying pay stubs and bank statements by hand, which was slow and missed sophisticated fraud.
- Manual review could not keep up with application volume.
- Altered documents were getting through visual checks.
- Income had to be calculated consistently across different document formats.
- Every decision needed to hold up to compliance review.
What Winjit built
Income verification
OCR combined with a language model to extract income details from pay stubs and bank statements.
Automatic income calculation
A language model that calculates income from the extracted data.
Document tamper analysis
Machine learning models that check fonts and file metadata for signs of alteration and produce an analysis report.
TechnologyNode.js · Python · React
Results
350K+
applications verified
Faster
verification with fewer manual checks
Higher
detection of altered documents