This report by Raconteur explores the ongoing relationship between humans and automation, and the ways in which machine learning can augment human intelligence, empowering workers to unlock new human possibilities. It notes that rather than being a "silver bullet", and in spite of the confusing and misleading hype around AI, data science must be viewed as an essential weapon to solve pertinent business challenges, though the aim must be well directed, and not a final outcome in itself. It highlights that the augmented enterprises of tomorrow will empower workers with powerful, intelligent tools to interrogate data and work with it in novel and innovative ways without compromising human agency.