Finally, we draw on numerous sources that describe practical successes developing and running software systems at scale, including organizations such as Adidas, Auto Trader, Ericsson, Netflix, Spotify, TransUnion, and others. The size and speed of these organizations has made it possible for them to see tangible gains from changes in organization structure and team interaction over the space of several months to a few years.