10 knowledge nodes covering how voice AI systems identify, qualify, and structure customer needs — discovery frameworks, lead qualification, problem diagnosis, and conversation scoring.
Diagnostic Interaction defines the AI system's ability to identify intent, qualify need, and guide conversations toward structured outcomes through systematic questioning and problem framing.
Discovery question sequencing | Lead qualification thresholds | Problem framing patterns | Need clarification triggers | Objection surface detection | Routing decision signals