Speed
First response time
Track how quickly customers get an initial helpful reply across channels.
Quality
Resolution quality
Measure how often the first answer is clear enough without extra back-and-forth.
Efficiency
Manual workload
Monitor repetitive message volume your team no longer has to type manually.
Revenue
High-intent handoff rate
Track how reliably qualified conversations move from AI to human follow-up.