Controls applied before the transaction posts.
Spend policy is enforced at the network layer, not flagged after the fact. Marketing's card declines at SaaS vendors not on the approved list. The CFO's card carries no MCC restriction. Engineering's cards block consumer marketplaces by default.
FinanceAI applies this when the policy your audit committee approved is the policy your network enforces.