This talk considers how the approach to innovation should be informed primarily by industry characteristics. It explores the path of some successful flotation developments in search of general learnings. It reviews case studies of excellence in the use of data and process control to flotation, contrasting them with well-intentioned corporate initiatives that somehow miss the point.