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.
How it runs
The automated pipeline, trigger to output.
- TriggerNew Zendesk ticket tagged infrastructureZendesk
- ActionSearch Confluence runbooks for matching procedureConfluence
- LogicConfirm confident match before drafting
- ActionDraft reply grounded in runbook with cited step
- OutputPost draft as Zendesk internal note for reviewZendesk
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
- 1A new Zendesk ticket tagged infrastructure triggers the workflow.
- 2The agent searches Confluence runbooks for the procedure matching the request.
- 3A logic check confirms a confident match before drafting.
- 4It drafts a reply grounded solely in the runbook, citing the exact step and version.
- 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.
- 1Connect ZendeskTickets, queues, knowledge base.
- 2Connect ConfluenceSpaces, pages, blueprints.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More AI & RAG workflows
Publish a Grounded API FAQ Page to Confluence Weekly
Each week, clusters the top unanswered or repeated API questions, generates spec-grounded answers with citations.
Detect Breaking API Changes from Spec Diffs and Alert Owners
Compares the new OpenAPI spec against the previous version on each GitLab merge, uses retrieval over the changelog to classify whether changes are breaking.
Pre-meeting prep brief grounded in Coda and CRM
Before each booked sales meeting, builds a one-page prep brief by combining the account's HubSpot context with grounded talking points and objection responses pulled from your…
Coda-grounded sales answer bot with citations in Slack
Reps ask product, pricing, or competitive questions in Slack and get an answer drawn only from your Coda knowledge hub, with links to the exact docs and rows it pulled from.
Weekly knowledge-gap digest from unanswered rep questions
Each week, scans rep questions the answer bot couldn't ground in Coda, clusters the recurring gaps.
RFP and security questionnaire drafter grounded in Coda
Drafts answers to inbound RFP and security questionnaire questions by retrieving approved language from your Coda hub, then files the cited draft for review before a rep sends it.
Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.
