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Curious Context Labs

Customer service · Agent

Help articles written from solved tickets

AI help center articles drafted from support tickets

Finds questions your team answers again and again, then drafts help-center articles from the best solved tickets for an editor to approve.

01 today

The problem

Your best answers are buried in closed tickets that only one agent remembers. The help center was written at launch and has drifted out of date. Nobody has time to write new articles, so customers keep asking the same questions.

02 the run

What the AI does

  1. Step 1: Groups recently solved tickets in Zendesk, Intercom or Freshdesk by the question being asked.
  2. Step 2: Checks your existing help center to find questions with no article, or with an article that gives a different answer from your team.
  3. Step 3: Drafts a new or updated article from the replies that solved the problem, in plain steps and your house style.
  4. Step 4: Strips out customer names, order numbers and other personal details from the examples.
  5. Step 5: Sends each draft to the article owner in your help-center tool or Notion, with links to the tickets it came from.

paused: waiting for a person to approve

03 human in the loop

Where a person approves

A named editor on your support team reviews every draft for accuracy and tone. Nothing is published to the help center until they approve it.

04 after

What changes

The help center keeps up with what customers really ask. Agents link to an article instead of rewriting the same answer, and knowledge stays with the business when people move on.

Results from a real build

[CASE STUDY] We only publish results we can name and check with the client.

see also

All customer service use cases ->
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    Email and chat support agent

    An AI agent answers routine customer emails and chats from your help docs and order data, then hands anything unusual to your team with notes.

    Voice/chat agent
  • Customer service

    Sentiment and churn-risk alerts

    Reads support conversations for frustration and cancellation signals, and alerts the account owner while there is still time to fix things.

    Automation
  • Customer service

    Ticket triage and routing

    Every new ticket is tagged, prioritized and sent to the right person or queue, so urgent issues stop sitting in a shared inbox.

    Automation

Tell us how your business runs. We'll tell you where AI fits.

A free 30-minute call. You talk, we ask questions, and you leave with a few concrete ideas — or an honest answer that AI isn't the right fix yet.

Working with teams in the United States, United Kingdom and Australia.