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Tatum, 40, is set to star opposite Bullock, 56, in The Lost City of D, Variety reports. The Magic Mike actor in final talks to join the movie, according to the outlet, with Bullock producing through her company Fortis Films.
The plot follows a romance novelist (Bullock) who is dreading going on a book tour with the steamy cover model (Tatum) of her latest book. Things get much worse when a kidnapping attempt sweeps them both into an adventure, where the two eventually fall for each other under very dangerous circumstances.
Ryan Reynolds was previously attached to Tatum's role. Back in October, Variety reported that Reynolds might be reunited with Bullock for the action rom-com. The two last starred together in the popular 2009 comedy The Proposal.
The Lost City of D marks a return of sorts for Bullock and Tatum to the rom-com genre.
After starring in a number of beloved hits of the genre like the Miss Congeniality series and The Proposal, Bullock chose decidedly more dramatic roles after her 2010 Oscar win for The Blind Side. This is the first rom-com for the star since 2009's All About Steve.
Tatum followed a similar approach after gaining fame, going from movies like She's the Man, Magic Mike and Step Up, where he met ex-wife Jenna Dewan, to action films like The Hateful Eight and Logan Lucky.
Bullock most recently starred in and executive produced the 2018 horror film Bird Box for Netflix. That same year she also appeared in Ocean's 8.
Tatum is wrapping up his first directing stint with Dog, in which he stars as a veteran on a cross-country trip with one of the dogs he served with. That film opens in theaters on July 16, 2021. It will mark his first appearance onscreen since 2017's Kingsman: The Golden Circle, though he most recently did voice-acting in The Lego Movie 2 and Smallfoot.