Bain · Financial Services / Risk Management · Advanced · 35-45 min

Design an AI governance and risk framework for a global bank

The brief

A global bank is deploying AI and GenAI models across lending, fraud detection, and customer service. Regulators have signaled concern about model transparency, bias, and accountability. Design a governance framework that addresses regulatory expectations while enabling innovation at scale.

Where strong candidates start

The full evaluation rubric — including the signals interviewers reward and the red flags that sink candidates — is revealed in your scored report after a live run.

Practice this case with an AI interviewer

Run this case live: the interviewer pushes back the way a real Bain interviewer would, then scores your structure, math and recommendation with a full report.

Start this case →

More cases