Systems and method for leveraging container orchestration systems to generate visualizations related to components or operations of an industrial automation system. In particular, a visual manager, a primary node of the container orchestration system, may receive a container image for operating an application of the industrial automation system. A visual manager may identify a container host from a cluster of nodes of the container orchestration system for executing the container in response to the container host meeting container orchestration constraints. Upon execution of the constraint, the container host may transmit configuration details for accessing a visualization associated with the container image to a thin client for display. In some embodiments, the container host, itself, may include a thin client device. Accordingly, the thin client device may execute the container and display the corresponding visualization.