CUSTOMER SUPPORT

Autonomous KB Gap Closer: Monthly Mine, Draft, and SME-Gated Publish

A monthly agent reviews unresolved-by-KB Zendesk tickets, decides which gaps are worth documenting, writes the articles, opens an SME approval task.

CategoryCustomer Support
Enginepaperclip
Difficultyadvanced
Triggerschedule
Steps7
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerMonthly schedule starts the agent
  • ActionPull tickets closed with no KB match from ZendeskZendeskZendesk
  • LogicAgent prioritizes high-impact gaps and drafts articles
  • ActionOpen SME approval task in Asana with draftAsanaAsana
  • LogicRead approval decision and branch
  • ActionPublish approved article to live ConfluenceConfluenceConfluence
  • OutputPost monthly coverage summary to SlackSlack

What it does

This is the end-to-end version: an agent owns the full KB-coverage loop. It judges which recurring gaps deserve an article, writes them, and manages the human approval gate before anything goes live, so your help center grows without a content manager driving each step.

When to use it

Use it when KB maintenance is nobody's full-time job but coverage still has to improve every month. The agent handles prioritization and follow-up; humans only make the publish decision.

How it works

  1. 1A monthly schedule kicks off the agent run.
  2. 2The agent queries Zendesk for the month's tickets that closed without resolving against any KB article.
  3. 3It reasons over the set to pick the highest-volume, highest-impact gaps and writes a full draft for each.
  4. 4It opens an approval task in Asana assigned to the relevant SME with the draft attached.
  5. 5It waits for and reads the approval decision.
  6. 6On approval it publishes the article to the live Confluence space; on rejection it logs the SME feedback for the next run.
  7. 7It posts a monthly coverage summary to Slack.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect ZendeskTickets, queues, knowledge base.
  2. 2
    Connect AsanaTasks, projects, milestones — everywhere.
  3. 3
    Connect ConfluenceSpaces, pages, blueprints.
  4. 4
    Connect SlackChannels, DMs, threads, mentions.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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