Tom interviews CTO Leighan Mason about why AI will reshape businesses like steam power and electricity did, arguing the winners won’t be those who merely adopt tools but those who rebuild operations so AI can understand and run them. Leighan shares his unconventional path from teaching and marketing into engineering roles at British Airways and 3M, contracting at Swinton Insurance and WeBuyAnyCar, then building Victorian Plumbing’s tech function from scratch through an IPO, warehouse migration, robotics, and a multi-tenant platform launch. He explains “AI operability” as creating explicit, reusable digital capabilities. Turning what the business knows, decides, and does into software an AI can act on, so information flows, routine work automates, change becomes safe, and costs structurally drop. They discuss why most CEOs underinvest due to near-term bias, how transformation compounds via a cost-and-attention flywheel, and why AI-native entrants pose an existential threat, with part two promised on execution details.00:00 AI Revolution Begins01:03 Meet the CTO01:50 Leighan’s Career Path03:57 Building Tech from Scratch05:28 What Is AI Operability08:24 Why CEOs Miss It10:23 Patterns from Past Revolutions16:03 Amara’s Law and Reality Check18:24 Defining Digital Transformation20:04 Who Wins the AI Era25:50 Limits Trust and Direction27:25 Common AI Budget Mistakes29:55 What Success Looks Like33:38 The Transformation Flywheel39:01 AI Native Threats42:30 Wrap Up and Part Two