Part 10/12:
A notable innovation is the concept of event denormalization—a process that consolidates data from multiple sources into a unified view. For example, combining vehicle data, shipment details, and manpower activities into a single, coherent dataset facilitates analytics and microservice consumption.
Moreover, the deployment of “data marks”—targeted, periodically refreshed data subsets stored for specific dashboard queries—streamlines performance and responsiveness. These data marks support complex analytics and help visualize operational KPIs in real-time.