AI customer engagement tools split across 4 jobs-to-be-done — support, sales, research, marketing. Buy by your actual bottleneck, not by vendor marketing.

Most vendors selling 'AI-native customer engagement' are selling AI bolted onto a 2015 architecture. Four tests separate AI-native from AI-bolted-on.