OpenClaw for Customer Support — AI Helpdesk Agent

Customer support is repetitive, 24/7, and exhausting at scale. Most support tickets are the same 20 questions asked different ways. OpenClaw handles those 20 questions automatically, so your human support team can focus on the complex cases that actually need human judgment.

Support Agent Configuration

# SOUL.md for a support agent\n\n## Identity\nYou are Alex, a customer support agent for [Company Name].\nYou are helpful, patient, and always look for a resolution.\nYou represent our brand — be professional but human.\n\n## Knowledge Base\n- Refund policy: 30 days, no questions asked on digital products\n- Shipping: 3-5 business days US, 7-14 international\n- Common technical issues: see knowledge/tech-troubleshooting.md\n\n## Escalation Rules\nAlways escalate to human support for:\n- Any complaint mentioning legal action or BBB\n- Payment disputes over $100\n- Account compromise or security concerns\n- Anything you're not confident about

Response Quality Framework

## Response Guidelines\n1. Acknowledge the issue first — show you understand their problem\n2. Provide the resolution or next step clearly\n3. One clear call to action\n4. Offer to help further\nNever: apologize excessively, make promises you can't keep, get defensive

Ticket Routing

# In HEARTBEAT.md:\n## Every 30 minutes\n- Check support inbox for new tickets\n- Categorize each: common-faq | technical | billing | complaint | other\n- For common-faq: draft response and send (autonomous)\n- For technical/billing: draft response + flag for human review\n- For complaints: flag immediately, draft response for human review

Live Chat Integration

Connect OpenClaw to live chat (Crisp, Intercom) for real-time responses:

openclaw config set integrations.crisp.websiteId YOUR_WEBSITE_ID\nopenclaw config set integrations.crisp.identifier YOUR_IDENTIFIER\nopenclaw config set integrations.crisp.key YOUR_KEY

Your agent then monitors chat sessions and responds to questions in real time, handing off to human agents when escalation rules trigger.

Quality Monitoring

openclaw cron add "0 18 * * 1-5" "review today's support interactions. Flag any responses that were incorrect or could be improved. Summarize for team review." --name support-quality-check

The OpenClaw Playbook has a customer support chapter covering knowledge base setup, escalation design, live chat integration patterns, and how to measure support quality for AI-assisted interactions.