Based on the large amounts spent by software companies to develop new and existing software systems, an evidence-based approach that focuses on a software portfolio as a whole should be in place to support decision making. We developed EBSPM as an evidence-based, practical model to support software companies to actively steer on optimization of their software delivery portfolio.