Task 04 of 7
Analyze Contact Drivers and Deflection
Find the issues driving volume, where self-service breaks, and what AI can safely deflect.
How to approach this
Ask AI to group contacts by root cause, not just tag or queue. Volume analysis gets more useful when you can separate avoidable contacts from high-value human interactions.
AI tools for this task
These tools are well-suited for automating or accelerating this specific task.
Intercom Insights
Measures demand, customer experience, and AI performance so support leaders can see what is driving work.
SupportLogic SX Platform
Pulls feature requests, frustration, churn risk, and trends from support data at scale.
Zendesk AI
Combines automation, copilots, and analytics to understand and reduce support volume.
Tutorials & articles
Curated external guides to help you get this working in practice.