Software Factories as described by Jack Greenfield and Keith Short try to industrialize software development. While the theory sounds good, there are a lot of questions on how we can take on the Software Factories methodology today and in the near future. In this BoF we would like to discuss the potential, the reality and the best practices identified by practitioners to realize parts or entire Software Factories today.