Phil Collins did have a solo career while still being part of Genesis. Phil started his solo career in the very late 70s and continues to play alone and with the band to this day (5/2021). In fact a Genesis tour is being planned with three of the founding members - Peter Gabriel was the member of Genesis who left for a solo career in the mid-70s.