Citigroup Inc. and the U.S. are close to an agreement in which the government will substantially increase its stake in the bank and will demand boardroom changes in return, according to people familiar with the matter.

The deal, expected to be announced Friday morning, is designed to ease jitters about the soundness of one of the world's...