Imagine a shop with ten million orders in its database. The analytics team needs to query today’s sales, so it copies those orders into an analytical warehouse every night. If only ten thousand changed today, transferring all ten million again is slow and expensive. Change Data Capture (CDC) identifies the changes so the pipeline can send only what is needed.