Automation Rate measures the percentage of support tickets where AI handled some or all of the interaction. It's the most commonly reported metric for AI support, and also the most easily gamed.

Basic automation rate counts any ticket touched by AI: tickets where AI collected information before handoff, tickets where AI attempted resolution but failed, tickets where AI sent one message before the customer demanded a human. This inflates the number because it measures activity, not outcomes.

Useful automation rate requires qualification: what counts as "automated"? A narrow definition only counts tickets resolved without human involvement. A broader definition includes tickets where AI handled first response but humans completed. The right definition depends on what you're trying to measure—cost savings (narrow) or AI utilization (broad).

When evaluating AI vendors, always ask how they calculate automation rate. A vendor claiming 80% automation might be counting every ticket their bot touched, while a vendor claiming 50% might only count full resolutions. The 50% vendor may be delivering more actual value.

Related terms: Effective Automation Rate, Containment Rate, Deflection Rate, Match Rate