Techniques for managing customer license agreements are described. In one embodiment, a user-specified resource metric of a license model and a user-specified limit of the user-specified resource metric are obtained. A request for permission to launch a new compute resource at a computing device of the provider network is obtained from a service within a provider network. The new compute resource having a property that is an amount of the user-specified metric. A determination is made that a launch of the new compute resource would cause the user-specified limit to be exceeded, and the request the request to launch the new compute resource is denied.