This Guidance helps downstream energy operators deploy a secure and modernized industrial data environment. It uses independent software vendor (ISV) partner products and AWS services to ingest plant sensor data, then route, store, and analyze the data for visualization and reporting. Data from disparate sources, such as refining and petrochemical industrial data, can be brought into a centralized repository in near real-time to help refineries with predictive equipment maintenance, process planning, and greenhouse gas (GHG) emissions management.