The drama, previously known as 'The Club', will premiere on ABC network in midseason 2015, reported Aceshowbiz.
The show is described as an upstairs/downstairs drama set at a fancy country club.
Stamos, 51, will reportedly portray a fast-talking hedge-fund billionaire husband to Natalie Zea's Mickey, a powerful member of the family who owns the club.