Nicholas Deveney

Most organisations struggle to scale AI initiatives not because the technology fails, but because traditional governance models break down when applied to non-deterministic systems. To move from pilots to production, organisations must reframe Data & AI through the lens of treated Data Products - where clear producer-consumer contracts, continuous observability, and trust replace manual gatekeeping. In this session, Jez Clark and Nicholas Deveney explore the NEW Transformation Triangle: Technology, Capability & Trust. They will break down how governance and observability evolve as data feeds AI models, where accountability shifts between data producers and AI consumers, and how to build a operating model that delivers measurable, trusted business value.