
Define thresholds for impression velocity, cap violations, creative wearout, and duplication across major platforms. When alarms fire, route to the right owner with context and a rollback plan. Short feedback loops transform small oversights into quick corrections rather than expensive, reputation‑denting mistakes.

Media, analytics, engineering, and creative must agree on definitions, data flows, and exceptions. Run lightweight standups, keep a shared playbook, and document postmortems. This rhythm lowers friction, scales good habits, and makes responsible frequency management part of everyday craft instead of fragile heroics.

Archive lift studies, saturation thresholds, and winning sequences in a searchable repository. Teach new teammates with annotated examples, and revisit assumptions quarterly as channels evolve. If you found value here, subscribe, comment with your toughest challenge, and propose experiments you want us to test next.
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