The present application provides a system and method for accelerated network service and/or network slice provisioning in response to customer requests or requirements. The provided system and method incorporate a network service/ network slice instance that is responsible for constructing and maintaining status and models associated with the dynamics of network services. A modelling function can be operated based on collected network service information to maintain a model relating to network service dynamics, and transmit indications, such as predictions of future requirements, to a corresponding network management service. The indications can be used for creation, modification, and termination of the network service, or for advanced preparation of such actions.