Steven Wood

Most lending stacks have improved data access and decisioning tools, but outcomes still lag. Carrington Labs’ Chief Executive Officer (CEO) and Chief Product and Commercial Officer explain what’s missing—and how to close the “donut hole” with decision-ready analytics.

Test length should be driven by event rates, decision volume, and your outcome window. This guide shows how to size lending experiments so results are decision-grade and governable.

A practical governance-first approach to introducing a new risk signal using shadow mode, controlled activation, and monitoring that stands up to model risk review.

AUC can improve without moving profit and loss (P&L). Use contribution-weighted evaluation to tie decision changes to dollars with assumptions stakeholders can defend.

Pricing changes revenue per dollar. Limits control dollars at risk. Learn when each lever works—and how to measure impact without fooling yourself.