A fraud-detection system that catches a stolen credit card five minutes after the purchase has already failed. A recommendation engine that only knows what you clicked on yesterday is guessing, not personalizing. In both cases the data existed — it just arrived too late to be useful. That gap between “the data exists” and “the … Read more
Every app you use runs on two very different kinds of database work. When you tap “buy” on an order, a database has to record that one purchase, instantly, correctly, without losing it. When a company later asks “how many orders did we get last month, broken down by city,” a database has to scan … Read more
On July 2, 2026, Google Cloud announced that Datastream, its change-data-capture and replication service, now integrates directly with Dataplex Universal Catalog, automating the metadata sync between the two. In practical terms: as data flows through Datastream pipelines, Dataplex Universal Catalog registers and tracks that data automatically, instead of requiring a separate manual cataloging step. This … Read more
Most organizations that have been collecting data for more than a few years run into the same problem: nobody actually knows what data they have. A table exists in a warehouse somewhere, a stream flows through a pipeline nobody remembers building, and three different teams keep separate, slightly different copies of what should be the … Read more