Asset Production Pipeline

Tools for producing game-ready assets — 2D art, 3D models, textures, animations, music, and sound effects. The bulk of production work where AI can save the most time.

Asset production is the most time-intensive phase of game development. AI tools can dramatically speed up the creation of 2D art, 3D models, textures, animations, music, and sound effects — producing game-ready assets or solid starting points that artists can refine.

AI Art & Asset Generation AI 3D Modeling & Texturing AI Audio & Music AI Animation & Motion AI NPC & Character Behavior AI-Native Game Engines & Frameworks AI Level & World Design Procedural Generation AI Marketing & Launch Tools
Agentic Level
Engine
Pricing

AI Art & Asset Generation (9)

AI 3D Modeling & Texturing (6)

AI Audio & Music (17)

Soundraw

Semi-Autonomous

AI music generator that creates royalty-free game soundtracks in seconds.

Paid Engine Agnostic

ElevenLabs

Semi-Autonomous

AI voice generation and cloning for game characters, narration, and trailers.

Freemium Engine Agnostic

Suno

Semi-Autonomous

Generate complete songs with vocals, instruments, and lyrics from text prompts.

Freemium Engine Agnostic

Udio

Semi-Autonomous

AI music generator with vocal synthesis across styles — from grunge to opera.

Freemium Engine Agnostic

Mubert

Semi-Autonomous

AI-generated royalty-free music with API integration for games and apps.

Freemium Engine Agnostic

AIVA

Semi-Autonomous

AI music composer for game soundtracks — edit tracks in a built-in DAW.

Freemium Engine Agnostic

Stable Audio

Semi-Autonomous

AI music and sound effects generator with API access and a self-hostable open model.

Freemium Engine Agnostic

Beatoven.ai

Semi-Autonomous

Fairly Trained certified AI music generator with scene-based mood control for games.

Freemium Engine Agnostic

Loudly

Semi-Autonomous

AI music generator with stems, sample packs, and a game engine API.

Freemium Engine Agnostic

ElevenMusic

Semi-Autonomous

ElevenLabs' new AI music app — studio-grade quality at $9.99/mo.

Freemium Engine Agnostic

Meta MusicGen

Semi-Autonomous

Open-source text-to-music model — runs locally, but CC-BY-NC license blocks commercial use.

Open Source Engine Agnostic

ElevenLabs Sound Effects

Semi-Autonomous

Best-in-class AI sound effects from text prompts — with API and loop support.

Freemium Engine Agnostic

SFX Engine

Semi-Autonomous

AI sound effects generator purpose-built for game developers.

Freemium Engine Agnostic

OptimizerAI

Semi-Autonomous

AI sound effects generator with unlimited generation focus and game-dev orientation.

Freemium Engine Agnostic

Bark

Assisted

Open-source text-to-audio model — speech, music, and sound effects from text.

Open Source Engine Agnostic

Ecrett Music

Assisted

Budget AI music generator with a built-in Loop Mode for game background music.

Paid Engine Agnostic

Soundful

Assisted

Fairly Trained certified AI music generator — royalty-free tracks from $5/mo.

Freemium Engine Agnostic

AI Animation & Motion (7)

AI NPC & Character Behavior (3)

AI-Native Game Engines & Frameworks (6)

AI Level & World Design (1)

Procedural Generation (4)

AI Marketing & Launch Tools (1)

Showing 54 of 54 tools in the Asset Production Pipeline workflow, sorted by agentic level (most autonomous first).