Flagship Pioneering, located in Cambridge, MA, was founded in 2000 to create ventures focused on solving unprecedented problems in the life sciences. While the company used a venture capital model to raise capital and fund ventures, it was not a venture capital company in the traditional sense. Flagship Pioneering produced and funded its own ventures.

Founded in 2004, Redfin envisioned a light-touch model in which clients self-served using the digitized platform in exchange for a significantly lower fee than traditional agents. Realizing the narrow appeal of its initial model, Redfin had made significant changes to its strategy while maintaining some key distinctive choices. As of 2016, Redfin served in more than 80 markets throughout the U.S., employed over 700 full-time agents, and had grown over 40% annually since 2014. With additional capital raised through an IPO, Kelman faced decisions on how to allocate these resources in order to grow. Should Redfin adjust its advertising strategy? Should it reconsider the policy of hiring lead agents only as full-time employees? Should Redfin purchase homes and hold inventories?