I would argue that having a centralized system is important for a lot of collaborative applications. Without it, you're basically pushing/pulling code ad-hoc with team members, which may or may not even be technically feasible because of network topology, disparate locations, time zones, etc...

So yeah, you get Git, but you're missing a lot of what comprises a modern workflow