Guides

How the tests work, in plain language.

Short explainers for risk, credit and compliance teams. Each one points back to the assurance method and the toolkit.

Guide

How to audit a credit-scoring model

A working sequence: claim, data, bias, stability, explainability, write-up. Built for books in Africa and the Gulf.

Guide

What banks in the UAE need to know about AI model risk

Where a model-risk file already exists, and what an AI system adds to it. Not legal advice.