Why should human oversight accompany automated campaign pausing rules?

Automated rules excel at fast financial mitigation, but human analysts are essential to diagnose why threshold breaches occur. A sudden CPA spike can stem from temporary technical bugs, tracking tag disruptions, or aggressive short-term auction competition. If humans do not evaluate context, teams risk permanently killing high-value campaigns due to brief operational glitches. Human strategists review funnel metrics, verify checkout infrastructure, and test creative assets before deciding whether to restart or adjust an ad group. This combination of speed and analytical reasoning ensures ad platforms run efficiently without losing valuable machine learning data. Human oversight transforms automated pauses into actionable diagnostic opportunities for ongoing campaign optimization.