CHATBOTS
IT Helpdesk Slack Bot: Answer From Confluence Knowledge Base
When an employee asks an IT question in Slack, the bot searches your Confluence knowledge base and replies in-thread with a grounded answer and source links.
How it runs
The automated pipeline, trigger to output.
- TriggerNew message posted in #it-help Slack channelSlack
- LogicFilter out bot, thread, and non-question messages
- ActionSearch Confluence for relevant IT KB pagesConfluence
- ActionGenerate grounded answer with source citationsOpenAI
- LogicBranch on answer confidence
- OutputReply in Slack thread or escalate to on-call agentSlack
What it does
Turns your #it-help Slack channel into a self-serve front line. Employees ask questions in plain language and the bot answers from your own Confluence IT documentation instead of guessing, posting the answer right in the thread with links to the source pages.
When to use it
When your IT team fields the same questions over and over (VPN setup, printer config, password policy, software requests) and most answers already live in Confluence. Deflects routine tickets without sending people hunting through the wiki.
How it works
- 1A new message in the IT help Slack channel triggers the flow.
- 2A filter ignores bot messages, threads replies, and anything that isn't a question.
- 3The bot searches Confluence for the most relevant IT pages matching the question.
- 4OpenAI composes a concise answer grounded strictly in the retrieved pages; if confidence is low it returns a no-answer signal.
- 5A branch routes confident answers to a Slack thread reply with source links, and low-confidence cases to an @-mention of the on-call IT agent so a human can step in.
Set it up
What you configure once, before turning it on.
- 1Connect SlackChannels, DMs, threads, mentions.
- 2Connect ConfluenceSpaces, pages, blueprints.
- 3Connect OpenAIModels, embeddings, files.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run this workflow in your colony.
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