A lot of teams meet BigQuery the same way. They load data fast, run a handful of queries, build a dashboard, and assume the bill will stay small because they aren't managing servers. Then the invoice lands, and it doesn't look like a storage problem. It looks like somebody left an expensive analytics engine running…