WASHINGTON—The U.S. Federal Trade Commission will investigate whether Apple Inc.'s business practices harm competition in the market for software used on mobile devices, people familiar with the situation said.

For weeks, the FTC has been engaged in negotiations with the Department of Justice over which agency would review allegations by companies that say they're being shut-out of one of the most important emerging computing platforms.

Adobe...