What was in the way
Granby Finance underwrites working capital facilities for SMEs. Every application arrived as a stack of invoices, bank statements and accounts in dozens of formats, all keyed in by hand.
Manual entry was slow, error prone and the single biggest cap on underwriting speed. Applicants waited, and the team could not grow lending without growing the back office in lockstep.
What we built
We built a document and vision intelligence pipeline that reads invoices, statements and accounts, extracts the fields underwriters need, and validates them against expected ranges.
Clean documents flow straight through; anything uncertain is routed to a fast human review queue with the extracted data prefilled. Structured output lands directly in Granby's underwriting system.
The pipeline runs on monitored infrastructure with measurable, audited accuracy, so the team can trust the numbers and prove it to auditors.
By the numbers
Underwriters now spend their time on judgement, not data entry. Granby has grown lending volume sharply without expanding its processing team.
“The accuracy is measurable and the audit trail is complete. We grew lending volume without growing the back office, and that was the whole point.”