The increased use of AI for purposes ranging from health to food security to global infrastructure has resulted in a greater interest in how we should manage big data. Synthesizing conversations from the 2018 AI for Good Summit, Elena Goldstein, Urs Gasser, and Ryan Budish developed a Data Commons Framework as a roadmap for "data for good."