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2026-02-15 · playbook

How to Cut Your Support Tickets in Half with AI Agents

A practical guide to building an automated support pipeline that resolves tickets without human intervention.

Most support teams are drowning: more users, same headcount, growing backlog. Here's how companies resolve 50%+ of tickets automatically. The architecture: a ticket arrives, the AI classifies it, searches your knowledge base, drafts a response from past resolved tickets, then sends high-confidence replies automatically and routes low-confidence ones to a human. Tools: Zapier AI Agents or n8n for orchestration, your existing knowledge base, your existing support platform. Rebrandly resolved 16,000+ conversations automatically; Remote automated over 11 million IT tasks a year, saving $500K. You don't need to automate everything, just the repetitive 50%. Start with your top 10 tickets.