Customer support is one of the most agent-ready functions in any business. The work is high-volume, follows predictable patterns, and has clear success metrics. Modern support agents can deflect 40-60% of routine tickets while maintaining customer satisfaction scores within 5 points of human-only support.
Ticket deflection
The highest-ROI use case: AI agents that resolve routine tickets without human intervention.
Best tool: Sierra
Sierra is purpose-built for customer support. In our testing, it deflected 38-55% of tickets with CSAT within 5 points of human agents. Its guardrails prevent the catastrophic failures that plague generic chatbots.
ROI estimate
40-60% ticket deflection. For a team handling 1,000 tickets/month at $5/ticket, that's $2,000-3,000/month in labor saved.
Response drafting
For tickets that require human handling, AI agents can draft responses that humans review and send.
Best tool: Claude Computer Use
Claude can draft responses based on ticket content, customer history, and knowledge base articles. Human agents review, edit, and send — typically 50-70% faster than writing from scratch.
ROI estimate
50-70% time reduction on response drafting. Faster responses improve CSAT.
Escalation and routing
AI agents can categorize tickets, route them to the right team, and escalate urgent issues.
Best tool: Lindy.ai
Lindy can monitor support inboxes, categorize by topic and urgency, route to appropriate teams, and escalate VIP customers or sensitive issues.
ROI estimate
30-50% reduction in misrouted tickets. Faster routing improves resolution times.
Quality assurance
QA — reviewing agent responses for quality and consistency — is often skipped due to time pressure. AI agents can make QA feasible.
Best tool: Claude Computer Use
Claude can review sample responses, flag quality issues, and identify training opportunities. This makes comprehensive QA feasible for teams that couldn't afford it before.
ROI estimate
Better quality through consistent QA. Hard to quantify but typically the highest-impact use case for established support teams.
Recommended customer support agent stack
- Sierra ($399/month Growth): Ticket deflection, customer-facing chat
- Claude Computer Use ($100/month Max): Response drafting, QA
- Lindy.ai ($149/month Pro): Routing, escalation, workflow automation
Total: $648/month. For a 5-person support team, this typically delivers 5-10x ROI within the first quarter.
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