Manual document checks and rule-thin underwriting queues meant 4-day approvals while fintech competitors promised hours. Risk wouldn't accept speed at the cost of control.
A custom origination workflow with document AI (KYC extraction and verification), configurable risk scorecards, straight-through processing for clean files, and human-in-the-loop review lanes for exceptions — every AI decision logged and explainable.
Speed with controls, not instead of them
The brief was explicit: no black boxes. Every extraction, score, and routing decision is inspectable, overridable, and logged for audit. AI accelerates the queue; policy still owns the decision. [EDIT: dummy narrative]
Where the time went
Document handling consumed 70% of underwriter time. Automating extraction and verification returned that time to actual judgment — the underwriting team got faster and better simultaneously. [EDIT: dummy narrative]