Security and agility in access management often face a difficult tradeoff. On one hand, we aim to ensure systems remain protected. On the other, teams need access, sometimes urgently, to complete their work. Just-In-Time (JIT) access approval systems have gained popularity as a solution, but in particular, user-config-dependent JIT access