Get to know the functional managers within your organisation.
They can be a wealth of information and knowledge. You will need to be able to communicate easily and comfortably with them if they manage people doing work for your project. It makes it a lot easier if they get along with you. They are then more likely to do their best to help you and supply resources for your projects.