Embodiments relate to systems and methods for generating multi-cloud incremental billing capture and administration. A set of aggregate usage history data can store patterns for a user in a set of host clouds recording consumption of processor, memory, storage, operating system, or other resources subscribed to by the across the host clouds. The user can be a corporation or other collective user. An entitlement engine can access a set of subscription parameters and analyze the set of aggregate usage history data based on deviation from consumption limits or other subscription parameters. When resource limits (e.g. operating system instances) are exceeded in a host cloud, the entitlement engine can determine which resource was exceeded, and in which host cloud it was exceeded. Incremental billing for those events can be generated by the entitlement engine, and transmitted to the user via the host cloud and/or resource provider for presentation, collection, and reconciliation.