Where intelligence belongs in a regulated financial product
In FinTech, the question is not whether to use AI. It is which decisions can be automated, which need a person, and how the system proves what it did.
Control is the product
Financial products are judged on what they allow, what they refuse, and whether they can explain both. Intelligence that cannot be inspected is not a feature. It is operational risk.
Recommendations with provenance
The useful pattern is not a model that decides in the dark. It is a system that retrieves policy and customer context, scores the case, and leaves a trail: what it saw, what it recommended, and who approved it.
Automate the routine, surface the rest
Volume lives in the middle of the distribution. That is where automation pays. The edge cases still need specialists — they just should not have to reconstruct the file from three systems first.
Let's build something intelligent.
From the first idea to a production-ready system.