AI Agents

Build a Customer Support Agent

Advanced · Save 5-8 hours/week

Overview

Set up an agent that drafts accurate support responses from your knowledge base and past tickets—handling common questions fast while keeping a human on anything sensitive. This workflow covers grounding it in real answers and setting escalation rules.

Best For

  • Support leads
  • Operations leaders
  • Founders
  • Customer experience teams

Problem

Support volume is dominated by repetitive questions that have known answers, but each still needs someone to write a response. It's slow, it doesn't scale, and response times suffer. Yet naive automation risks confidently wrong answers to customers—which is worse than slow—so support automation has to be grounded and carefully bounded.

Solution

A support agent grounded in your actual knowledge base and past resolved tickets can draft accurate responses to common questions, with a human approving before send early on and clear rules for escalating anything sensitive, uncertain, or high-stakes. The design priority is accuracy over coverage: it should answer what it knows well and hand off everything else, never guess. Done right it deflects volume without risking trust.

Workflow Steps

  1. 1

    Assemble the ground truth: your knowledge base, docs, and past resolved tickets.

  2. 2

    Instruct the agent to answer ONLY from that material and to escalate when unsure.

  3. 3

    Define escalation rules: sensitive topics, angry customers, anything not clearly covered.

  4. 4

    Start with the agent drafting responses for human approval, not auto-sending.

  5. 5

    Test against real past tickets and measure accuracy before expanding.

  6. 6

    Keep humans on escalations permanently, and monitor for drift as your product changes.

Recommended Tools

ClaudeChatGPTCopilot

Example Prompt

You are a customer support agent. Draft a response to this ticket, grounded only in the reference material provided.

Reference material (knowledge base / past resolutions):
"""
[PASTE YOUR KB / DOCS / RESOLVED TICKETS]
"""

Customer ticket:
"""
[PASTE THE TICKET]
"""

Instructions:
1. Answer ONLY using the reference material—do not invent policies or facts
2. If the answer isn't clearly in the material, say so and recommend escalation to a human
3. Escalate anyway if the customer seems upset, or the issue is sensitive/high-stakes
4. Match a helpful, professional tone

Draft for my approval. When in doubt, escalate rather than guess—a wrong answer is worse than a handoff.

Resources