
You are designing a real-time data pipeline for a visualization system that ingests sensor events, transforms them, and serves the results to a UI. The pipeline needs to support live operational views, fast refresh, and consistent event handling as data moves from ingestion to presentation.
How would you design the data flow for a real-time visualization system that ingests sensor events, applies transformations, and renders to the UI?