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Articles (2 Results) - Kaaj

Utsav Shah
Where Credit Decisions Break: Exceptions, Judgment, and the Knowledge Black Hole
Bridging automated credit systems with real-world underwriting requires an intelligence layer designed for ambiguity – one that deploys AI agents across underwriting workflows. Read Full Article
April 28, 2026, 07:00 AM


Utsav Shah
Why Underwriting Throughput Hasn’t Scaled – Despite More Data, Tools and APIs
Data automation has accelerated information gathering in underwriting, but resolving inconsistencies and applying human judgment remain the true constraints on scale and speed. Read Full Article
February 23, 2026, 07:00 AM




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