The fund will invest hundreds of millions in Virgin Cruises, according to Sky News,with Virgin putting in more than $100m into the project itself.
Banking sources said Virgin Cruises would raise about £500m ($784m) in equity, with borrowings of $1bn.
Bain and Virgin were not commenting.
Branson said earlier this year he would set up a cruise division with two vessels costing $1.7bn.