How do I get rid of data silos?

The key is to remove the resistance that holds departments in a company from sharing information. You can do this by making the departments in an organisation prioritise company goals over their departmental goals. You can have a reward system or develop software that will encourage sharing of information between departments and discourage the isolation of data in the company. You can also set training exercises where every part of the organisation function together and share information properly.