Explainability Is Now the Product

AI credit governance architecture showing deterministic underwriting, generative AI, and human oversight

Four rulemakings landed in a single year and converged on one requirement. A credit decision that cannot explain itself is no longer a trust problem. It is a compliance failure. 2026-13 High-risk ~50% Zero OCC bulletin recalibrating model risk for AI and ML EU AI Act classification for creditworthiness systems Reported lift in automated approvals […]