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FinTech Platform · Concept build
A reference build working through what a regulated financial product actually demands: an underwriting workflow that is auditable end to end, document handling that does not rely on re-keying, and an interface built around the decision rather than the database record.
Lending operations commonly run on email and spreadsheets. Applications arrive as attachments, assessment happens in a workbook, and approval is a chain of replies. Nothing is auditable after the fact, underwriters duplicate the same data entry across several systems, and the applicant has no visibility into where their file sits.
Approach
The underwriter workspace is structured by the judgement being made at each stage, rather than mirroring the shape of the application table underneath it.
Financial statements and identity documents are parsed into structured fields automatically; anything below a confidence threshold is routed to a review queue instead of flowing onward.
Every state change records actor, timestamp, inputs and rationale. Built into the data model from the start, because retrofitting an audit trail is far more expensive than designing one.
Applicant, underwriter, reviewer and administrator each see a different surface, enforced server-side rather than hidden in the interface.
Solution
Highlights
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