The Real Reason AI Pilots Fail in Dental Groups Has Nothing to Do With the Technology.

Episode notes

Episode Title: The Real Reason AI Pilots Fail in Dental Groups Has Nothing to Do With the Technology. Guest: John Grainger, Data Protection Officer and IT Lead, Riverdale Healthcare Most dental groups treating AI as a technology decision are asking the wrong question entirely. The real question is whether the organisation is structurally capable of absorbing it. And when it is not, AI does not fix the problem. It surfaces it, fast, at scale, with consequences that compound across every site. In this episode, Dr Randeep Singh Gill speaks with John Grainger, Data Protection Officer and IT Lead at Riverdale Healthcare, a PE-backed, multi-site dental group navigating AI adoption in real time. John sits at the intersection of data governance, infrastructure, and leadership discipline inside a fast-growing group. This is not a vendor conversation. It is what honest actually looks like from the inside. What you will hear in this episode: Why AI adoption fails inside dental groups, and why leadership almost always blames the wrong thing. How fragmented data across acquired practices creates a structural ceiling that no tool can break through.