  We explore the structure of entanglement edge modes on noncommutative
backgrounds that arise from matrix quantum mechanics. For the fuzzy sphere,
despite nonlocality and UV/IR mixing, we find area law behavior in the dominant
$U(N)$ representations governing the state of the edge modes. For general
noncommutative backgrounds with no global symmetry, nonlocal effects resum into
a smoothly varying coupling constant that deforms the metric to a different
frame. The effect is analogous to the relationship between string frame and
Einstein frame in string theory.
