The problem of exact linearization of multi-input nonlinear systems by time scale transformation is considered. This paper provides the necessary and sufficient condition so that the time scaling function with certain relative degree recovers the involutiveness of the system distribution. Providing results enable to apply a multi-step procedure for orbital feedback linearization to multi-input systems.