Excel solves this right problem, and Erlang does not.

Erlang allows you to create concurrent programs, i.e.: programs where the result is schedule dependent.

One right problem is allowing people to write deterministic parallel programs. This gives you the speed (from parallel) with the reliability (from deterministic).