Governance Before Algorithms: Embedding Risk, Transparency, and Trust in AI

With artificial intelligence increasingly embedded in public services—from policing and criminal justice to healthcare—the call for transparency, accountability, and responsible governance has never been louder. In this insightful session, Mike Gillespie—a recognised data protection and cyber risk practitioner with over 20 years of experience—examines the critical intersections of AI, risk management, and public trust. Currently chairing a subcommittee on AI in healthcare, Mike brings deep practical and policy-level insight into the ethical and operational challenges posed by AI adoption in high-stakes environments. Drawing on the UK Government’s AI Playbook and the NPCC Covenant on AI in Policing, this talk will explore: How to embed risk management into AI strategy from the outset The role of data protection principles in building trustworthy AI systems Governance models that support transparency, auditability, and accountability The unique considerations for law enforcement and healthcare applications of AI Whether you're a policymaker, data leader, or operational decision-maker, this session offers grounded guidance on ensuring your AI journey is ethical, compliant—and ultimately in service of the public good.