Auto-classify uploads to catch wrong-document uploads

Shipped

July 14, 2026 at 9:22 PM UTC

Author

Kamo

Commit

015e71d

A cheap LIGHT-tier "what is this document?" pass on the first page classifies the upload into a coarse family and compares it to the requirement's asserted type. On mismatch the extract response flags it (detectedType + typeMismatch) so the borrower is told "this looks like a bank statement" instead of a wrong file silently extracting nothing. Advisory only — extraction still runs.