Controlling something means to have power over it. Control is often used to support planning. Good control helps make sure that:

goals are achieved
standards (of, say, customer service or financial reporting) are maintained
staff adjust to changes smoothly
opportunities for improvement are identified, because control includes comparing what is actually done with what is wanted.