Choose the documentation you need. Explore API references, implementation guides, and best practices.
Integration layer for OTOBO, Znuny/OTRS, and Zammad. Setup, connectors, automation rules, API, and troubleshooting.
On-prem ticket classification. Tag schema, output format, multilingual behavior, backlog tagging, hardware sizing, and evaluation.
Get started with Open Ticket Automation in 5 minutes.
Detailed reference of all automation configurations.
Understand how OTAI Studio credits are calculated and consumed.
How to integrate OTAI with your existing ticket systems.
Insights, updates, and articles from the team.
Learn how to set up the free Zammad MCP Server for Claude and Cursor — API token, uvx install, and real helpdesk workflows with 30+ MCP tools.
Discover Zammad 7 AI features: ticket summaries, writing assistants, and AI agents. Learn how cloud AI models transform your open source helpdesk in 2026.
Learn how AI ticket classification can be trained from QueueSpec metadata instead of historical tickets, keeping production data on-premise.