Cash flow intelligence has moved from pilot to production.

A clear-eyed look at the forces shaping consumer credit in 2026.

No two lenders consume data the same way.

The next wave of underwriting isn't just about more data.

The promise of cash flow data is sharper separation.

The everyday wins that add up.

One-time data pulls are giving way to persistent access.

Fraud is evolving faster than ever.

AI agents are moving from novelty to infrastructure, and consumer lending is next.

Every leader is now an AI leader, ready or not.

