Systems and methods for building service templates that allow for an agentless, data-driven and stateful automation of a provisioning of services to mobile network customers. Data associated with a request to create a target schema object class for a device and protocol are received. Based on the device and protocol information, a set of data fields associated with CRUD semantics is retrieved from either a database or from user provided data. A decorated target object class is created based on the requested target schema object class. A subrecipe is created including the decorated target object class, and one or more other decorated target object classes. A recipe is processed for transmission to an execution engine to form a service instance, the service instance being customizable by an operator for a specific network device such that the service instance data fields that are not pre-filled can be customized by the operator.