Consistency across channels
Customers expect the same quality of answer wherever they ask. One shared knowledge and logic layer makes that achievable.
Escalation is part of the design
A good system knows what it should not answer. Clear escalation rules protect trust.
Operational workflows behind the conversation
Most customer requests trigger internal work. Connecting the conversation to that work removes the manual middle step.
Measuring what matters
Track resolution, escalation, and time-to-answer rather than message volume.