Recently I’ve had the privilege of convening a couple of public advisory panels for large-scale research and evaluation programmes, including the Connected by Data Public Voice in AI (PVAI) People’s Advisory Panel. In both cases the panels led to tangible improvements in the programmes they were advising, but running these sessions was not without its challenges. Here I share some reflections on how to work well with a public advisory panel.