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How to Make Game Assets with AI: A Practical Pipeline

AI can now produce most asset types an indie game needs. The trick is a pipeline that keeps everything in one consistent style and legally shippable. Here's ours.

The pipeline

  1. Style first. Make concept art and a style guide with Midjourney or Scenario. Everything else references it.
  2. 2D assets. Train Scenario on your style, or use PixelLab for pixel art.
  3. 3D assets. Feed your concept images to Meshy (try Meshy ↗*) or Tripo (try Tripo ↗*) (image to 3D keeps style closer than text alone).
  4. Cleanup. Fix topology, scale and UVs in Blender; batch-check sprites in your editor.
  5. Audio. Sound effects and voice with ElevenLabs (try ElevenLabs ↗*); music with Suno.
  6. License check. Make sure every asset came from a plan that allows commercial use, and keep a list of which tool made what for store AI disclosures.

Budget tip

Prototype on free plans, then upgrade only the tools whose output actually ships. Free-plan output is often non-commercial (Tripo, ElevenLabs and Suno free plans are), so you may need to regenerate final assets on a paid plan.

More: best AI tools for solo game devs · free AI tools for indie game devs.

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Our picks (7)

Midjourney

Game Art & Assets

High-quality AI image generation for concept art. Subscription only (no free trial on web/Discord).

#image
freemium

Scenario

Game Art & Assets

Train custom models on your game's art style to generate consistent assets. Free plan is for personal/evaluation use; paid plans include a commercial license.

#image#game-assets
freemium

PixelLab

Game Art & Assets

AI pixel art for games: characters with 4/8-direction rotations and animation, tilesets and inpainting. Web editor, Aseprite extension, MCP and API. Free trial, then subscription.

#pixel-art#sprites#game-assets
freemium

Meshy

3D Generation

Text/image to 3D models with textures, game-engine ready.

#3d
freemium

Tripo

3D Generation

Fast AI 3D model generation from text or images.

#3d
freemium

ElevenLabs

Audio, Music & Voice

Realistic AI voices, voice cloning and sound effects. Free plan is non-commercial with attribution.

#voice#sfx
freemium

Suno

Audio, Music & Voice

Generate full songs and soundtracks from a prompt. Commercial rights only on paid Pro/Premier plans.

#music

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FAQ

Can I make all my game assets with AI?

Many indie devs use AI for most 2D, 3D and audio assets, but expect to clean up and curate. Consistent style and licensing are the main challenges.

How do I keep AI assets in one style?

Start from a style guide, train a custom model (Scenario), and use image-to-3D from your own concept art rather than text prompts alone.

Do I need to disclose AI assets?

Some stores require it. Steam asks developers to disclose AI-generated content. Keep a record of which assets were AI-made.

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