A system may receive order information that may include information identifying a network service, associated with a service provider network, and a service location associated with the network service. The system may determine context information based on the order information that may include information associated with providing the network service to the service location via the service provider network. The system may generate a service order based on the context information. The system may create a virtual network function (VNF) based on the service request. The VNF may be created such that the VNF operates on a computing device associated with the system, and may be configured to provide the network service. The system may insert the VNF into the service provider network to cause the network service to be provided to the service location. The VNF may interact with a physical device of the service provider network.