SMB Lending Lens

Fintech Lending Analytics Agent

An AI agent that helps fintech lending teams analyze loan portfolios through natural conversation. Query risk metrics, identify mispriced segments, detect early warning signals, and surface actionable insights from your lending data.

Risk Pricing

Whether each grade is priced for the losses it actually produces

Portfolio Concentration

How much of the money on loan sits in a single industry

Early Warning Signals

The payment patterns that show up months before a default

Customer Lifecycle Value

What a returning borrower is worth, and what a wrong rejection costs

Strands SDKAWS BedrockPostgreSQLNext.js

Analyzing SMB lending data: 10 tables, ~111,000 records covering applications, loans, payments, and defaults