BFSI & Fintech
Loan origination with document AI for an NBFC
A consumer-lending NBFC took four days to approve a loan. We built an origination workflow in seven months with six engineers and machine-learning specialists. Approvals became 68% faster.
- Duration
- 7 months
- Team
- 6 engineers + ML
What the client needed
Approvals took four days. Staff checked documents by hand.
What we built
- Document AI
extracts KYC details from the files.
- Risk scorecards
score each application.
- Straight-through processing
for files that qualify.
- Human review lanes
for the rest.
- Logged decisions
each with its reasons.
How it was delivered
Seven months, six engineers plus machine-learning specialists. The phases a build passes through are on how we engage.
The result
The client reported these figures to us, for this engagement:
- Approvals
68% faster.
- Files per underwriter per day
3.2 times as many.
- Decisions with an audit trail
100%.
Have a queue where staff retype documents?
Tell us what you want to build.
The first call is 45 minutes with an architect, usually the founder. It is free, and we will sign an NDA first if you ask.