1. A visualization system that generates a customized visualization in an industrial automation environment, comprising: a processor, communicatively coupled to a memory, and configured to execute computer-executable components, the computer-executable components comprising: a context component configured to capture context information regarding a first data visualization, wherein the first data visualization presents data received from at least one device of the industrial automation environment and the captured context information relates to interaction with the first data visualization during presentment of the received data by the first data visualization; and a visualization component configured to: determine, based upon the captured context information, an inability of the first data visualization to present the received data in accord with the captured context information; and a second data visualization, wherein the second data visualization facilitates presentation of the received data in accord with the captured context information; and dynamically replace, in response to the second data visualization being determined, the first visualization with the second visualization.