Identify your highest cost-to-serve ticket types
For when leadership says 'reduce support costs 15%' and you need to know where to start.
Customer Workflow Examples
Support Operations Lead
Sales Intelligence
Situation
A support ops manager was deciding which topics to add to the AI chatbot and needed data, not opinions.
Action - prompted Claude with Enterpret MCP connector
Show which support themes have the most repetitive resolutions — meaning agents give essentially the same answer each time. Rank by volume.
Impact
Identified 5 high-volume, low-variance themes ideal for automation. The knowledge base for AI chatbot was created instantly based on feedback and internal supporting documents in Claude.
Support Ops Manager
AI / Voice Tech
Situation
Volume-based reporting showed “order modification” tickets as only 5% of total volume — but support leadership suspected they consumed disproportionate agent time.
Action — configured Escalation Agent for high-touch ticket clusters
Escalation agent flags ticket themes where customers require 3+ agent touches or escalations — posts weekly to #support-ops with the highest cost-to-serve themes.
Impact
Identified that “order modification after checkout” consumed 22% of agent time despite being 5% of volume. Created a specialized team to handle the pattern.
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CX Director
Design Software
Situation
A CX leader was tasked with reducing support costs by 15% but didn't know where to start cutting.
Action - asked Enterpret AI
What are the most frequent support themes that are also the simplest to resolve? Rank by volume and show average resolution time.
Impact
34% of tickets were 'how do I configure X?' questions. CX team built targeted help articles for the top 3 themes to reduce ticket volume.
