I'm usually also conservative regarding overcommitment, no matter whether it's the memory or storage. It actually depends on the workloads you run and their average usage. In case of e.g. Exchange, SQL, XenApp you may not want to overcommit at all, whereas for e.g. file or print servers I don't see a real issue.
André