Speculation has been building for some time that Hatton's new training regime has led him to rethink his retirement from the sport.
The Daily Star reported on Wednesday that Hatton would make his comeback in November against Paulie Malignaggi as part of a two-fight deal.
But Hatton's agent Paul Speak effectively ruled out a comeback, saying the former world champion was merely enjoying a cleaner lifestyle.
"People are speculating but he is just keeping fit and has not made any decision on a comeback. There's no story," he told Sky Sports.
The 'Hitman' has not fought since he was knocked out in the second round by Manny Pacquiao more than three years ago.