An executive producer for The Walking Dead revealed that if NBC picked up the series instead of AMC, it might have become a procedural zombie crime drama, possibly without any actual zombies.
Source: io9 – Producer Says NBC Wanted The Walking Dead as a Zombie Crime Drama