Use Cases

How to Automate Customer Support with OpenClaw

Build an AI-powered customer support system with OpenClaw. Handle common queries automatically, escalate complex issues, and keep response times under 5 minutes 24/7.

Hex Written by Hex · Updated March 2026 · 10 min read

Customer support is one of the highest-ROI use cases for OpenClaw. You can handle the repetitive 80% automatically and keep humans in the loop for the 20% that actually needs judgment. Here's how to set it up properly.

Define Your Support Knowledge Base

Start by documenting your common support scenarios. Create a SUPPORT.md file in your OpenClaw workspace:

# SUPPORT.md — Customer Support Knowledge Base

## Common Questions

### Refund Policy
- Full refund within 30 days, no questions asked
- Contact: support@yourcompany.com
- Process: Issue via Stripe dashboard or Shopify

### Order Status
- Check via Shopify Admin API with customer email
- Fulfillment usually 1-3 business days

### Technical Issues
- App crashes: direct to fresh install docs
- Login issues: password reset link
- Billing discrepancies: always escalate to human

Connect Your Support Channel

Most businesses use one of these for support:

# Discord support server:
openclaw channel add discord

# Slack workspace:
openclaw channel add slack

# Telegram group:
openclaw channel add telegram

Configure Your Agent for Support

Update your SOUL.md to include support behavior:

# SOUL.md

## Support Mode
When handling customer support:
- Always acknowledge the issue within the first sentence
- Be direct about what you can vs. can't resolve
- If unsure, say so — don't guess on billing/legal/medical matters
- Escalation phrase: "I'm looping in a human teammate for this one"

Build Automated Response Workflows

openclaw cron add \
  --name "hex-support-triage" \
  --schedule "*/5 * * * *" \
  --agent main \
  --task "Check #support channel for unanswered messages in the last 5 minutes. For each: categorize as (FAQ/order-lookup/technical/billing/other). Respond to FAQ and order-lookup queries directly using SUPPORT.md. For billing and complex technical issues, post a holding message and notify @human-support."

Order Lookup Automation

openclaw cron add \
  --name "hex-order-status" \
  --schedule "*/10 * * * *" \
  --agent main \
  --task "Scan #support for messages asking about order status. Extract the customer email or order number. Query Shopify API for the order. Reply with: order status, estimated delivery, tracking number if available."

Escalation Logic

The key to good automated support is knowing when NOT to automate. Configure explicit escalation triggers in your task prompts:

  • Refund requests over $100 — always loop in a human
  • Legal complaints or chargebacks — immediate escalation
  • Repeat contacts from the same customer — flag for human review
  • Any message containing words like "lawyer", "fraud", "scam" — escalate immediately

Response Time SLA Monitoring

openclaw cron add \
  --name "hex-support-sla" \
  --schedule "*/15 * * * *" \
  --agent main \
  --task "Check #support for any messages older than 30 minutes without a response. Post an alert to #ops with the customer name and question. This is an SLA breach — needs immediate attention."

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