RMRobert McBrydeinai-notebook.uk·Jul 6 · 6 min readDesigning a Governance Wiki for AI RiskAn AI governance wiki is more than a repository. It consolidates governance artefacts into a single, accessible hub, ensuring transparency, consistency, and audit-ability across the AI lifecycle. Acco00
RMRobert McBrydeinai-notebook.uk·Jul 6 · 3 min readHow to build a Model-Risk Control governance frameworkWhy do some AI governance programs succeed, whilst others quietly fail? Good governance isn't about technology, it is about having a well defined structure. Without it, even the most accurate AI model00
RMRobert McBrydeinai-notebook.uk·Jul 2 · 4 min readKey Regulations Consider a Financial Institution with an advanced credit scoring AI model. Technically it works great, but during an audit regulators ask, where's the documentation? How was validation done? Who appro00
RMRobert McBrydeinai-notebook.uk·Jul 2 · 7 min readAI Model Validation Best Practices and Audit Alignment AI Model validation and compliance are a cornerstone of trustworthy AI governance, especially in high-risk domains such as financial services, healthcare, and employment. This post attempts to capture00
RMRobert McBrydeinai-notebook.uk·Jul 1 · 3 min readWhy Compliance isn't just a checkbox exerciseValidation of an AI model is about proving that the model meets policy, standards and expectations for fairness, accountability and transparency. At the time of writing (July 2026) there are a number 00
