A 30-minute call with us. Leave with a clear view of what it would take to put it into production.
“We started 1450 to ship software that works. Forward deployment is how we do it for the region’s most important organisations: in the room, on your systems, accountable for the result.”
Stuck in development for 3.5 years, it now predicts which customer claims will be paid.
The underwriting work had years of effort behind it and had never been production ready. The models worked on historical data but never on live applications, and each new attempt started over. Meanwhile underwriters decided on rules of thumb, and the business priced risk it couldn’t see.
Underwriting here rests on one question: will this customer’s claims be paid? We took the system that answers it to production.
Credit specialists sat with the underwriting team to define what a paid claim looks like, which data the business may use, and where a person must sign off.
Agents rebuilt the data pipelines, retrained and back-tested the payment model on years of claims, and wrote the tests and monitoring production demands. Our engineers reviewed every change before it shipped.
Underwriters now see a payment prediction on every application, with the reasons behind it. The fintech’s own team runs and retrains the model.
