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Data is an integral part of how we do business at Instacart: for informing decisions, providing insights into how our users interact with the product, supporting ML/AI use, and much more. Over the years, we’ve accumulated a tremendous wealth of data to support all of these activities, but for a long time, deriving value from our data in most of these domains has been increasingly challenging, as the complexity of our business, product, and engineering systems has exploded.This complexity ultimat...