Finance AI

Pricing Optimization & Dynamic Pricing Engine
Dynamic, fair-lending-safe pricing.

Prices loans, deposits, or policies dynamically based on risk, elasticity, and competitive position, instead of a static rate card.

In development

Key features

What's built in.

→Elasticity-aware pricing by segment and channel
→Real-time competitive rate monitoring
→Fair-lending guardrails — disparate-impact testing built into pricing logic
→Champion/challenger rate testing

Target impact

What this changes for your team.

→5-15 bps net interest margin improvement
→10-20% better price-to-win on competitive quotes without margin erosion
→Rate changes in days, not quarters

Under the hood

Built for financial-grade scale.

Java / Spring Boot
Kafka
Causal inference + ML
Bandit testing infrastructure

Ideal for

Who this is built for.

Consumer and commercial lenders, deposit-taking institutions, P&C/life insurers, embedded finance platforms.

Want this running inside your stack?

Pilot conversations, custom builds, and partnerships.

contact@sipnov.com