AI & RAG

Zendesk Infra Ticket Answer from Cited Runbooks

When an internal infrastructure support ticket lands in Zendesk, drafts a grounded reply from the matching Confluence runbook, citing the exact step.

CategoryAI & RAG
Enginepaperclip
Difficultybeginner
Triggerevent
Steps5
Setup~5 min

How it runs

The automated pipeline, trigger to output.

  • TriggerNew Zendesk ticket tagged infrastructureZendeskZendesk
  • ActionSearch Confluence runbooks for matching procedureConfluenceConfluence
  • LogicConfirm confident match before drafting
  • ActionDraft reply grounded in runbook with cited step
  • OutputPost draft as Zendesk internal note for reviewZendeskZendesk

What it does

Handles the steady stream of internal infra requests — 'how do I rotate this key', 'restart that service' — by drafting answers straight from your runbooks. On a new Zendesk ticket tagged infrastructure, the agent finds the relevant Confluence runbook, drafts a reply grounded in its text with the exact step cited, and attaches it as an internal note so a support agent can review and send.

When to use it

Use it when your platform or IT team fields repetitive how-to tickets that have documented answers. Best for keeping responses consistent and citable while keeping a human in the loop before anything goes to the requester.

How it works

  1. 1A new Zendesk ticket tagged infrastructure triggers the workflow.
  2. 2The agent searches Confluence runbooks for the procedure matching the request.
  3. 3A logic check confirms a confident match before drafting.
  4. 4It drafts a reply grounded solely in the runbook, citing the exact step and version.
  5. 5The draft is posted as a Zendesk internal note for agent review and send.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect ZendeskTickets, queues, knowledge base.
  2. 2
    Connect ConfluenceSpaces, pages, blueprints.
  3. 3
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  4. 4
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  5. 5
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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