Refine drafts automatically with AI critic, rewriter and quality check

AI agents critique, rewrite and re-check your draft repeatedly until it meets your quality bar.

How the work actually flows

It repeats. Repeats quality check sends it back.

Pattern: Structured Loop (21)

flowchart TD trig(("user provides draft or idea")):::human s0["AI critiques draft"]:::svc s1["AI rewrites draft"]:::svc s2["AI checks quality"]:::svc s3["deliver finished version"]:::task trig --> s0 s0 --> s1 s1 --> s2 lp{"draft passes quality check"}:::gate s2 --> lp lp -. "quality check sends it back" .-> s0 lp -->|"finished"| s3 out[/"polished content passing quality check"/]:::out pay{{"revision without waiting on a colleague"}}:::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
A stepAn outside serviceA personRepeat or finishResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSurvey & Feedback
Connects
OpenAI

The problem it solves

You write a first draft of a description or piece of content, and it never feels quite right, but revising it yourself takes time you don't have. Getting a second opinion usually means waiting on a colleague.

Who it fits

Best for a marketer, content creator, or product manager who writes copy that needs several rounds of polish.

How it works

  1. You provide a starting draft or idea
  2. One AI reviews it and flags weaknesses
  3. A second AI rewrites the draft using that feedback
  4. A third AI checks whether the result is good enough, sending it back for another round if not
  5. Once it passes, you receive the finished version
What you get

Drafts that arrive closer to finished

You submit a rough draft and get back a refined version that has already been critiqued and rewritten to meet your bar.

What you get

A polished piece of content that has already been critiqued and improved through several automatic revision rounds.

What you need

An account with an AI provider such as OpenAI.

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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