Predictive Analytics & Forecasting for Banking

Orqent Labs builds forecasting and risk models that are backtested honestly and monitored for drift, because a model that was accurate last year is not evidence about this one.

In banking, core banking systems are not to be touched, so everything integrates around them. That single fact reshapes how predictive analytics & forecasting has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is AML alert triage, usually integrated against core banking platforms. We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.

Deployed across regulated and unregulated sectors, with audit trails where the regulator expects them. You own the code, the models where they are open-weight, and the documentation to run it without us.