We knew we couldn't scale like this. There had to be a better way. We borrowed the principles of Agile from product teams, DevOps from engineering teams, and Lean Manufacturing from supply chain teams. We then experimented for two years, across 200 data projects, to create our own idea of what makes data teams successful. We call this DataOps.