Generate knowledge base articles and publish them to Contentful

You describe a topic and it drafts, researches, revises, and publishes a full article to your CMS.

How the work actually flows

It repeats. Repeats another revision round.

Pattern: Structured Loop (21)

flowchart TD trig(("you request an article topic")):::human s0["draft article structure"]:::svc s1["research topic in depth"]:::svc s2["AI edits and revises draft"]:::svc s3[("publish finished article")]:::store trig --> s0 s0 --> s1 s1 --> s2 lp{"after three rounds max"}:::gate s2 --> lp lp -. "another revision round" .-> s1 lp -->|"finished"| s3 out[/"published knowledge base article"/]:::out pay{{"publishes without manual writing"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
An outside serviceA personA record or sheetRepeat or finishResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAG
Connects
OpenAIPerplexityContentful

The problem it solves

Writing a well-researched knowledge base article from scratch, then editing it for quality, takes a lot of back and forth. Your team either spends hours on each article or publishes something thin just to have content up.

Who it fits

A fit for content and support teams that maintain a knowledge base or help center.

How it works

  1. You send a topic request through chat
  2. AI drafts the article structure and initial content
  3. AI researches the topic in depth to fill it out
  4. The draft goes through up to three rounds of AI editing and revision
  5. The finished article is published directly to your CMS
What you get

Articles drafted, researched, and ready in your CMS

Give it a topic and get a fully researched, edited article published straight to your knowledge base.

What you get

A finished, published knowledge base article, researched and edited without manual writing.

What you need

An OpenAI API key, a Perplexity API key, and a Contentful account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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