Diagnostic data characterizing operation of a flow meter in an industrial plant monitoring can be received. An asset state object characterizing a state of the flow meter can be determined. The determining can be performed by a data processor configured within the flow meter. The asset state object can be provided by the data processor. Related apparatus, systems, techniques, and articles are also described.