GP 56: Get Ahead With AI and How To Double Down: with John Williams of Scail UK

In this episode of the Grow Places Podcast, Tom Larsson is joined by John Williams of Scail UK to explore what it really means to get ahead with AI — and where the built environment should be doubling down as technology accelerates. John shares his journey from journalism, through senior marketing roles in property, to building AI-led businesses focused not on hype, but on unlocking the story inside organisational data.Together, they discuss why AI is only as powerful as the data and context behind it, why real estate still struggles to understand the “why” behind customer decisions, and how unstructured conversations — from stakeholder meetings to emails — can become structured intelligence when approached with the right methodology. The conversation expands into the future of cities, personal AI agents, and what it might mean for buildings and neighbourhoods to publish meaningful data rather than relying on static digital interfaces. At its heart, this is an optimistic discussion about AI removing administrative burden and amplifying the most human parts of our work: judgement, creativity, synthesis, and relationships.