An AI-assisted underwriting prototype, styled in a fintech idiom — calm, dense, and explicit about confidence.
A working AI-underwriting prototype. Document ingestion, structured extraction, and a calm reviewer UI.
Process
How it got made.
Selected stills from the working files — block-outs, style frames and tests that informed the final piece.
Most AI workflow UI hides the model. Underwriter does the opposite — it surfaces every extraction as a citation, every confidence score as a visible attribute, every model call as a step on the timeline.
I styled the prototype in a fintech idiom because that audience is allergic to surprise. The visual restraint forces the AI behaviour to be the interesting thing, not the chrome.
Under the hood it's a small Claude-driven pipeline with hand-tuned prompts, eval grids for each extraction type, and a deterministic post-processor. The reviewer sees a calm three-column layout. The pipeline behind it is paranoid.