AI Powered Lead Qualification: A Practical Roadmap

In a large-scale study of 828,000 conversations, top-performing accounts qualified 31.78% of engaged leads, while the bottom quartile qualified only 0.67%. That gap isn't a model benchmark. It's an operating-system benchmark, and it shows why AI powered lead qualification succeeds or fails on response design, rule quality, routing, escalation, and feedback discipline, not on the […]