The Germany winger, 24, has joined from Manchester City for an initial fee of about £44.7m that could rise to £54.8m.
Sane joined City from Schalke in 2016 for £37m and won two Premier League titles, the FA Cup and two League Cups.
“I want to win as many trophies as possible with Bayern, and the Champions League is the top priority,” he said.