Slow down there. Solving an NxN system of linear equations is a O(n^3) operation in the dense case.
(Yes, you can speed it up with LU decomposition(if you want to solve the same matrix with lots of b matrices) for an O(n^3) once and O(n^2) after that, or might be able to get a better iterative scheme(though you can't really plan on it).)
Your point still remains about not being NP-complete or NP-hard. But it's one more thing we could do with quantum computing, and I'd still be pretty satisfied with myself if I could take an O(n^3) to O(log n).