Finance AI

Financial-grade AI,
built like it has to survive an exam.

Eight AI offerings for financial institutions, built on the same production-grade, compliance-first architecture — credit risk, fraud, AML, portfolio management, and more.

AI Credit Risk & Underwriting Engine

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

Real-Time Fraud & Anomaly Detection

Flags fraudulent transactions and account takeover attempts in the milliseconds between authorization request and response, combining rules, behavioral baselining, and graph-based ring detection.

Intelligent Portfolio Management & Robo-Advisory

Builds and rebalances client portfolios against risk tolerance and goals, with tax-aware execution and continuous drift monitoring.

AML/Compliance Automation & Suspicious Activity Detection

Monitors transactions for money-laundering patterns, builds SAR-ready case packages, and cuts the false-positive alert volume compliance teams have to triage by hand.

Predictive Customer Lifetime Value & Churn Prevention

Predicts which customers will churn before they leave, and ranks retention interventions by expected impact — not a blanket retention campaign.

Regulatory Reporting & Compliance Automation

Automates data aggregation, validation, and submission-ready formatting for recurring regulatory filings — the manual spreadsheet work that dominates most reporting cycles.

Market Intelligence & Sentiment Analysis

Turns unstructured market data — news, filings, earnings calls, analyst commentary — into structured signals for trading, research, and risk workflows.

Pricing Optimization & Dynamic Pricing Engine

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

Not sure which offering fits your institution?

Tell us what you're solving for — we'll point you at the right one.

contact@sipnov.com