Most answers to "how do I automate Google Ad Manager reporting" treat it as a data-movement problem - scheduled exports, connectors, BigQuery, Looker. That gets the numbers out of GAM. It does not reduce the daily time spent reviewing and acting on them. This is the three-layer framework that separates export, pipeline, and judgment, so mid-size publisher teams can choose the right level of automation instead of building infrastructure they do not need.

On May 4, 2026, Google deactivated the legacy Reports tool in Google Ad Manager - and the scheduled reports many publishers ran every morning stopped with it. Interactive Reports is now the only reporting interface, but the migration isn't automatic and the new "notification flags" aren't a full monitoring layer. Here's how to rebuild your reporting properly, what Interactive Reports does and doesn't cover, and why the rebuild is the right moment to upgrade from native flags to real daily monitoring.