Consumer Packaged Goods (CPG) manufacturers often need self-service tools to create near-real-time insights that can be integrated with plant floor equipment and IT systems. Industrial Data Fabric solutions on AWS pull disparate data sources into a central repository, apply analytics such as anomaly detection algorithms, and create API endpoints that can interact with controllers, alarms, and other shop floor IT systems. With these solutions, CPG engineers can improve efficiency, processes, and performance at scale.