The `Run The World (Girls)` singer is visiting the French capital with husband Jay-Z, and while staying in a two story suite at the Hotel Le Meurice the pair have been working hard to get her forthcoming album complete.
A source told People.com: "They`ve set up a studio in another suite and have been working nights on her album."
However, she has spent most of her time working, with a source joking she hadn`t even been seen shopping in the city`s expensive stores.
The insider said: "She hasn`t gone out on one of her customary kamikaze boutique runs."
Beyonce is thought to be working with `S&M` hitmaker Rihanna on her new album after meeting at this year`s Grammy Awards.
An insider said: "Rihanna has wanted to work with Beyonce for some time now and, after talking about a duet at this year`s Grammys, they have finally managed to set aside some time to record together.
"The song will feature on Beyonce`s album and will be a number one smash hit for sure."