Turn text prompts into AI images with built-in content moderation

Sends a text prompt to an AI image generator, screens it for inappropriate content, and returns the finished image.

How the work actually flows

It repeats. Exactly one path is taken; repeats poll until image is ready.

Pattern: Exclusive Choice (4) · Structured Loop (21)

flowchart TD trig>"api request received"]:::trig s0["receive prompt via api"]:::task s1["screen prompt content"]:::task s2["send prompt to generator"]:::svc s3["check image status"]:::task s4["return finished image"]:::task trig --> s0 s0 --> s1 s2 --> s3 gx{"× is the prompt appropriate"}:::gate s1 --> gx p00["send to generator"]:::task gx -->|"approved prompt"| p00 p10["return error message"]:::task gx -->|"rejected prompt"| p10 p00 --> s2 p10 --> s2 lp{"image status reports ready"}:::gate s3 --> lp lp -. "poll until image is ready" .-> s2 lp -->|"finished"| s4 out[/"generated image returned via api"/]:::out pay{{"safe image generation without building moderation"}}:::pay s4 --> 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
Starts itA stepAn outside serviceOne path onlyRepeat or finishResultPayoff
Build size
Advanced

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

Business functions
Content Generation & CopywritingImage & Media ProcessingAPI & Webhook Integration
Connects
Fal.aiOpenAI

The problem it solves

Adding AI image generation to your product means also worrying about someone typing something inappropriate into the prompt box. Building that moderation and image pipeline yourself takes real development time you'd rather spend elsewhere.

Who it fits

Developers and app builders who want to add on-demand AI image generation to their own product.

How it works

  1. A text prompt is submitted through an API endpoint
  2. AI screens the prompt for inappropriate content
  3. Approved prompts are sent to the image generation service
  4. The system checks in until the image is ready
  5. The finished image is returned to your application
What you get

AI images ready without manual screening

You can submit a text prompt through an API and get back a moderated, ready-to-use AI-generated image.

What you get

A generated image returned as a structured response, ready to display in your app.

What you need

A Fal.ai account and an OpenAI API key.

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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