Model risk and AI governance for a bank
Tier-1 Bank — a financial services organisation — engaged Skillikz on model risk & governance: A governance operating model for AI and ML at scale. This case study sets out the business challenge, the AI-led approach we took, the technologies involved and the measurable outcomes delivered over 8 months.
A growing estate of AI and ML models outpaced the bank's model-risk processes, creating regulatory and reputational exposure.
We extended model-risk governance to cover AI/ML and LLMs — inventory, validation, monitoring and clear accountability.
Every model is governed and monitored with board-level visibility, aligned to model-risk expectations and AI regulation.
The AI services behind this outcome
A project like this draws on a focused set of Skillikz services — from first assessment to a working pilot and a clear path to scale.