Mel B, Emma Bunton and Geri Horner of the group have been holding discussions with BBC for the programme, which would compete with the ITV talent show, "The Voice UK" and Gary Barlow's "Let It Shine".
The group is yet to sign a contract, reported Female First.
"It's early days but Mel B, Emma and Geri are in talks about developing their own show," a source said.
Mel, 41, has been a judge on "X Factor" and "America's Got Talent".
The "Spice Up Your Life" group also plans to tackle the TV talent show market.
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