Adjudication at the Speed of AI.

The Brain Drain & Verification Bottleneck

We collaborated with a major Canadian financial institution with a large team of mortgage adjudicators. Our initial analysis showed that most of their time went to routine verification rather than to the decision itself.

Simultaneously, the bank faced a "Brain Drain." The intuition required for complex risk assessment resided in senior adjudicators nearing retirement. This expertise was undocumented, leaving the institution vulnerable.

Industrializing Expert Intuition

Using Cognitive Task Analysis (CTA), we extracted the "Gold Standard" logic from the bank's top experts. We mapped their collective lending expertise into explicit rules the agents follow.

By automating the capture and verification of identity, income, and property valuation, we ensured that the application of bank policy is consistent, traceable, and instant.

Deterministic ROI

The implementation fundamentally shifted the operating model of the lending unit:

• Expertise Encapsulated: The bank now owns a digital asset containing its best decision-making logic, immune to staff turnover.
• Less routine work: Adjudicators spend their time on the cases that need judgment, not on re-keying and cross-checking.
• Consistency: Environmental and regulatory questionnaires are applied the same way on every file.