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“Simon was one of the first people Louis called after he’d told his family. Louis was so excited and he wanted to tell Simon himself,” the source tells PEOPLE.
The music mogul, 55, and Tomlinson are good friends and partners in their work.
Cowell is the man behind One Direction, and earlier this year, Tomlinson launched a new record label under Syco, his mentor’s company.