Allstacks is a predictive analytics platform that aggregates data from all product development related data sources to give program and engineering management meaningful metrics that allow them to report and forecast project progress, health, and productivity. For example, a stack from which we would gather data could be Jira, Github, Slack, CircleCI, BugZilla, and Google Apps. From these sources, we develop blended metrics, like defect normalized developer productivity, that deliver insight into where project managers need to focus to remove roadblocks and keep projects moving.