May 17, 2013 at 10:11 PM EDT

The X Factor

TV Show
Current Status
Reality TV

Fox’s The X Factor is looking to have plenty of girl power next fall. The judges panel will likely consist of executive producer Simon Cowell and three female judges.

One will be returning judge Demi Lovato, as the network previously announced. If all goes according to plan, another will be singer, dancer and Super Bowl halftime show-stopper Kelly Rowland. The Grammy-winning Destiny’s Child founding member has previously been floated as a potential judge in the press, but EW can exclusively report she’s firming up a deal to join the show. Rowland should feel quite comfortable at the judges table; she has extensive on-camera experience, from serving as a judge on the eighth season of the UK version of The X Factor to performing on Fox’s So You Think You Can Dance.

We’re not certain who will secure the third judge spot, though we’re hearing Latin singer-actress Paulina Rubio is in talks.

The deals will have to be completed soon — The X Factor starts production on season three on Tuesday. The new judges will replace season two panelists Britney Spears and L.A. Reid.

The news comes on the heels of EW’s exclusive report Thursday that NBC will re-sign its Voice judges for two more cycles, which NBC confirmed earlier today.

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