A method for zero-touch interworking of network control with data platform and analytics in virtualized deployment, the method comprising: collecting, by a cellular network control system, network data from a plurality of cellular network components of the cellular network over time, the plurality of cellular network components comprising radio access network components and network data centers of the cellular network; receiving, by the cellular network control system, one or more network service requests from an external entity distinct from an entity operating a cellular network and the cellular network control system, the one or more network service requests indicating one or more service location identifiers requested by the external entity; processing, by the cellular network control system, data from one or more data sources, at least some of the data comprising indicia of data characteristics corresponding to one or more network functions, one or more network services, and/or one or more other data sources; analyzing, by the cellular network control system, the indicia of the data characteristics to create or develop a data model corresponding to the one or more network service requests; using the network data and/or a cellular network model based at least in part on the network data to refine the data model; creating, by the cellular network control system and based at least in part on the data model, configuration specifications to instantiate a network slice and/or one or more network services corresponding to the network slice as a function of the data characteristics, the network slice and/or the one or more network services corresponding to the network slice conforming to one or more quality of service parameters and one or more service location identifiers; creating, by the cellular network control system, a log mapped to the one or more network service requests and included in a template that specifies a data observability framework and resources for the network slice and/or the one or more network services corresponding to the network slice; and causing, by the cellular network control system, instantiation of the slice and/or the one or more services corresponding to the slice in accordance with the configuration specifications with data services provided to user equipment of the external entity, the cellular network consequently providing the data services to the user equipment of the external entity. collecting, by a cellular network control system, network data from a plurality of cellular network components of the cellular network over time, the plurality of cellular network components comprising radio access network components and network data centers of the cellular network; receiving, by the cellular network control system, one or more network service requests from an external entity distinct from an entity operating a cellular network and the cellular network control system, the one or more network service requests indicating one or more service location identifiers requested by the external entity; processing, by the cellular network control system, data from one or more data sources, at least some of the data comprising indicia of data characteristics corresponding to one or more network functions, one or more network services, and/or one or more other data sources; analyzing, by the cellular network control system, the indicia of the data characteristics to create or develop a data model corresponding to the one or more network service requests; using the network data and/or a cellular network model based at least in part on the network data to refine the data model; creating, by the cellular network control system and based at least in part on the data model, configuration specifications to instantiate a network slice and/or one or more network services corresponding to the network slice as a function of the data characteristics, the network slice and/or the one or more network services corresponding to the network slice conforming to one or more quality of service parameters and one or more service location identifiers; creating, by the cellular network control system, a log mapped to the one or more network service requests and included in a template that specifies a data observability framework and resources for the network slice and/or the one or more network services corresponding to the network slice; and causing, by the cellular network control system, instantiation of the slice and/or the one or more services corresponding to the slice in accordance with the configuration specifications with data services provided to user equipment of the external entity, the cellular network consequently providing the data services to the user equipment of the external entity.