AWS IoT SiteWise Edge, in conjunction with Grafana, offers a powerful solution for industrial customers to collect, process, and monitor industrial data both in the cloud and on-premises. The integration allows users to visualize industrial equipment data through Grafana dashboards, facilitating real-time monitoring even when connectivity is intermittent. SiteWise Edge enables data to be processed locally, which is crucial for industries like manufacturing and oil & gas that often face connectivity challenges. By utilizing asset models, context is added to raw data, which is then transformed into actionable business metrics. Customers can use AWS IoT SiteWise's console to configure these models and visualize data through either SiteWise Monitor or Grafana, with the latter offering flexibility to integrate data from multiple sources into a single dashboard. The system also supports routing data to other AWS services for extended storage, reporting, and machine learning applications, ensuring comprehensive data management and operational efficiency improvements.