Education businesses have a term rhythm: software renewals in August, instructor payouts every two weeks, field trips and events in bursts, refunds when a family moves. Pink gives each spending stream its own agent and vault, and turns the school's existing rules (a signed instructor contract, a per-trip budget, a refund policy) into conditions the engine enforces.