One AI infrastructure control platform, explicit controls, measurable usage
This is useful when your app wants Claude-style workflows but your operations team also needs funded balance, key separation, and clear usage review.
Direct provider access can work for one integration. A gateway is more useful when Claude traffic sits beside other model families, client workspaces, bots, or agency projects.