Optimising the Operating Model for Continuous AI with Sarah Heffron [085]

AI transformation is the wrong goal. Businesses should be building for continuous adaptation. New tools will keep emerging, operating conditions will keep shifting, and there may never be a stable “after” state. The organisations that win will be those that understand how work actually gets done, identify where AI can create measurable value, and redesign their operating models without sacrificing effectiveness for speed.Sarah, an operational transformation specialist with more than two decades of experience, argues that AI should be built on solid foundations: clear processes, reliable data, effective governance and engaged employees. Her strongest lesson is that adoption improves when people help shape the change rather than having technology imposed on them. AI can automate analysis and remove operational friction, but it cannot yet replace institutional knowledge, judgment or human context. Sustainable ROI will come from human-centred operating models that use AI to extend people’s capabilities, not simply eliminate roles.AI is our Business.UKAI is the Trade Association for AI businesses across the UK. Join us, ukai.co