In this episode, we invite Timmy Shum, veteran CIO and digital transformation leader, to unpack why most organisations are rushing to adopt AI but still struggle to generate meaningful ROI. He shares why successful AI transformation requires more than technology, highlighting the importance of data readiness, cross-functional alignment, and a start-small, scale-smart approach that turns innovation into measurable business outcomes.