Finance AI

AI Credit Risk & Underwriting Engine
Real-time credit scoring and underwriting automation.

Scores credit risk and automates underwriting decisions in real time, using bureau data plus alternative signals — cash flow, transaction history, behavioral patterns.

In development

Key features

What's built in.

→SHAP-based adverse-action reasons for ECOA/Reg B compliance
→Champion/challenger model deployment
→Real-time and batch scoring paths
→Full audit trail per decision

Target impact

What this changes for your team.

→30-50% faster underwriting cycle time
→15-25% lower default rate at equivalent approval rate
→20-40% more approvals for thin-file applicants without raising loss rate

Under the hood

Built for financial-grade scale.

Java / Spring Boot
Kafka
GCP Vertex AI
PyTorch
Feature store

Ideal for

Who this is built for.

Consumer and SMB lenders, embedded finance/BNPL platforms, credit unions modernizing legacy scorecards.

Want this running inside your stack?

Pilot conversations, custom builds, and partnerships.

contact@sipnov.com