Part 6/12:

This setup enables data from disparate origins—such as vehicle logs, shipment statuses, and personnel activities—to be processed uniformly, transformed on-flight, and integrated into central dashboards.

Data Processing and Transformation

The key to effective real-time analytics lies in efficient data transformation. The company has developed processes to:

• Schema Registration: Ensuring data types are consistent across events, even when originating from NoSQL sources with flexible structures.

• Event Denormalization: Merging data streams on-the-fly instead of batch processing, facilitating immediate actions and insights.