Typically, productivity is increased by two key factors: not having to wait for infrastructure, and having access to the breadth and depth of AWS with over 90 services at your disposal that you would otherwise have to build and maintain. In fact, it is common for us to see workforce productivity improvements of 30-50% following a large migration.