1. An industrial automation component comprising a processor configured to: receive data associated with a first industrial automation component in an industrial automation system from the first industrial automation component or a second industrial automation component associated with the first industrial automation component; contextualize the data with respect to a plurality of hierarchical levels in the industrial automation system to determine effectual relationship data that corresponds to the first industrial automation component, wherein the effectual relationship data comprises one or more effects to at least one operation of the first industrial automation component based on an operation of the industrial automation component; recognize a relationship between the industrial automation component and the first industrial automation component based on the contextualized data and the effectual relationship data; store the relationship between the industrial automation component and the first industrial automation component in a memory, and adjust one or more respective operations of the industrial automation component or the first industrial automation component based on the relationship, wherein the industrial automation component and the first industrial automation component comprise equipment to perform a manufacturing operation.