Live demo

Shadow-underwrite a real public loan listing.

aeax loads public fundraising listings from Kiva's public API, normalizes one into a labelled loan observation, and runs the active policy against it. Public listing data is not a credit application, so every outcome here is a shadow decision with explicit missing inputs. Independent prototype — not affiliated with or endorsed by Kiva. Only public listing data is used; no private borrower information is requested or stored.