The What's My Name singer is set to work on a remix for Girls Aloud star Cheryl's new solo record, due out in March, the Daily Mirror reports.
The pair are said to have got on famously when the former X Factor judge went to see Rihanna's Loud tour at London's O2 last month.
A source told the newspaper: "Rihanna thinks the world of Cheryl and will work on a party remix with her when they meet up on her next visit.
"The album fuses pop, hip hop, soul and dance. It already has some party anthems on it, but Rihanna's would get everyone up on their feet."
Meanwhile, Girls Aloud are also set to celebrate their 10th anniversary this year with a much-anticipated reunion.