You are working on a visualization workflow for a business dashboard that already serves regular reporting needs. The main concern is what happens when the underlying data grows by an order of magnitude and the same charts still need to load quickly for analysts and business users.
How would you design a visualization workflow that stays performant when the data volume grows significantly?