Design and technology teams building with AI models need a way to assess risk before launch, not after something goes wrong.
Design and technology teams building with AI models need a way to assess risk before launch, not after something goes wrong.
Tech risk assurance has traditionally focused on infrastructure and access controls, but AI systems introduce risks that older frameworks were never built to catch.
A clear look at what the ICO has actually done and said about AI so far, and what it means for organisations using AI to process personal data.
The ICO has been clear about how data protection law applies to AI, and organisations that treat it as a future concern are already behind.
The ICO has been clear about how data protection law applies to AI, and organisations that treat it as a future concern are already behind.
AI incident governance is usually the first story, even when it does not look that way at first. When an AI-related incident occurs – data exposed, outputs misused, a supplier processing information in ways the organisation did not intend – the natural instinct is to focus on what went wrong technically. Which tool was involved. […]
AI regulatory compliance is moving from general guidance to specific scrutiny. The ICO has published guidance on AI and data protection. The FCA has addressed AI risk in regulated firms. Sector regulators across financial services, healthcare, and professional services are increasingly incorporating AI governance into their supervision frameworks. When an AI-related incident triggers regulatory contact […]
Prompt injection is one of the most significant security risks associated with AI systems built on large language models, and one of the least understood by the people responsible for governing them. The technical literature is dense. The practical implications are significant. The gap between the two creates real exposure for organisations deploying AI without […]
AI data leakage rarely looks like a breach. It does not arrive with a system alert or a notification from a supplier. It looks like normal work – a staff member using a tool that helps them do their job faster, in a way that happens to create exposure the organisation would not have sanctioned […]
AI incident response is not a future problem. AI incidents are already happening, across organisations of every size and sector, right now. The difference between organisations that handle them well and those that do not is rarely the nature of the incident itself. It is whether the organisation was prepared to respond. Most are not […]
