Inverse design
Simulators solve the forward problem: given the room, predict the field. Here you start from the other end. Given a specification target, the engine finds which surfaces to treat and by how much — and in the frequency-dependent variant the result is not an abstract coefficient but the thickness in millimetres of a realisable panel. The deliverable is directly orderable.
numerical gate