Our team uses generative AI tools to help develop some in game assets.
- Creator
- Treyarch
- Reviews
- 8.7k
- Added
- Jul 7, 2026
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Our team uses generative AI tools to help develop some in game assets.
AI tools were utilized to generate art assets on the store page and in-game.
As a small, two-person independent development team, we have used generative AI to help create a limited number of pre-generated assets during development. This includes portions of the store capsule artwork, a number of UI elements and icons, and approximately three lines of dialogue for a single enemy. The AI-generated visual content is used solely as placeholder artwork to support our Early Access proof of concept. These assets allow us to focus our limited resources on gameplay, systems, balance, and overall game quality while we continue development. Replacing these placeholder assets with original, commissioned artwork is a planned and intentional part of our Early Access development roadmap. No generative AI was or will be used to create gameplay, game logic, programming, level design, music, sound effects, visual effects, or any live-generated in-game content.
Pre-generated AI tools were used to create some visual assets and promotional artwork, including UI concepts, store page artwork, icons, and environmental illustrations. These assets are reviewed and curated by the developer before inclusion. The game does not use live-generated AI content during gameplay.
Command Doctrine uses generative AI to create some of the content you play. When you generate a scenario or a campaign, an AI model produces the map, the opposing forces, the objectives, and the written mission briefing from your prompt. AI is also used to write narrative battle reports, to create the images that accompany them, and to interpret the natural-language orders you give your units. This content is generated live by third-party AI services. We apply content moderation and input filtering to guard against inappropriate or unsafe output.
During the development process, we may use procedural- and AI-based tools to assist with content creation. In all such cases, the final product reflects the creativity and expression of our own development team.
AI-assisted tools were used during visual exploration and iteration for some marketing materials, select visual drafts and music. Final design, creative direction, editing, asset selection, and implementation were handled by the developer.
Some art, music, and 3D assets in this game were created with the help of generative AI tools. Every AI-generated asset was carefully reviewed, refined, and hand-curated by the developer to fit the game's art direction and tone. The game does not use any live-generated (runtime) AI content.
Some visual assets, including characters, environments, objects, and backgrounds, were produced with the help of generative AI tools during development, then curated, edited, cleaned up, and integrated manually under human art direction to achieve a consistent visual style.
The visual art in Cat 3. The cat sprites, enemies, icons, relic, UI art, and the store/marketing images were created with the help of generative AI tools. I'm a solo developer and a programmer at heart: I can't draw, so I set up a local pixel-art generation pipeline to make the game's artwork. No AI-generated content is produced during gameplay.
Feierabend Poker is developed by a solo creator with the help of AI tools. The story and character dialogue are written with AI assistance and then reviewed and edited by the developer. The game's visuals are 2D vector graphics drawn directly in code rather than produced by image generators, and all sound is created procedurally in code. No AI generates content live while you play.
I have updated the AI Content Survey to better reflect the content used in the game. Some background images were created with the assistance of generative AI. A small number of player card artworks were also created using generative AI, but the majority of the cards were created without AI-generated artwork. Additionally, some promotional/store images contain AI-generated elements, while many others do not. The AI-generated content is limited to certain visual assets and does not affect gameplay or game logic.
AI Generated Content Disclosure Pre-generated AI: "Artificial intelligence tools were utilized during the development process to generate initial 3D character assets and models. Following the generation, our development team extensively refined the textures, customized the coloring, and completely performed the rigging and weight painting manually."
Some of the art, music, and voice assets that ship with this game were created with the help of generative AI tools during development, then curated, ▎ edited, and assembled by the developer. This includes character and mascot art, background and scene art, UI and logo imagery, background music tracks, ▎ and in-game voice lines. The game does not generate any AI content live at runtime. All AI-assisted assets were reviewed before inclusion, and we do not ▎ knowingly ship content that infringes third-party intellectual property.
AI-assisted tools were used to help create some ability icons and some HUD elements. The assets were reviewed and integrated into the game by the developers.
100% human made code, art, design, and audio! AI assistance was only used for a tiny fraction of the text localizations to fill small gaps in our community made translations and for translating the Steam store page descriptions to non English languages.
Placeholder Images, which will be removed before make public.
Generative AI was used to assist with writing, editing, and translating store page text and marketing copy. No generative AI content is generated in real time during gameplay.
AI was used as a creative tool for: Generating and refining background art (later curated by our artists) Creating early atmospheric textures for the soundtrack (finished by human composers) All AI-generated content was reviewed, edited, and finalized by the team to ensure quality and consistency.
We use claude/codex to help us translate our story to other languages. Members of the development team speak these languages: - English - Romanian Outside of these languages, all story is translated with the help of AI. The narrative itself is being written by one of the developers and without the help of AI
Images and music were edited with the assistance of AI.
This game has AI generated images (including the community items) and other AI made components. If you are sensitive about AI generated content please do not purchase this game.
AI was used to troubleshoot coding issues, generate some game model assets, and some UI elements. All code, models, and UI elements were edited and finalized by me before implementation into the game.
Some of the displayed assets and upgrade text descriptions in-game are using human-verified LLM pre-generated content.
AI-assisted tools were used to help create some visual assets. All generated content was reviewed and integrated by the developer.
AI has been used to translate the game in multiple languages so the story can be enjoyed by more people.
The basic concepts and raw assets for the characters and buildings in our 2D game, 'Agestan,' were created using AI tools. However, all AI-generated visuals have been significantly modified, manually refined, and hand-edited by the developer to ensure high quality and consistency with the game's unique art style. Additionally, AI tools were utilized for the promotional video, with the necessary editing performed by our team.
Generative AI (a large language model) was used to assist in drafting text content — store page descriptions, in-game text, and marketing copy — and to assist with code. All output was reviewed and edited by the developer. Game art is from licensed/CC0 asset packs and procedural rendering; audio is procedurally synthesized. No AI-generated imagery or audio ships in the game, and no AI is generated live at runtime.
We have used AI tools for sound effects and for parts of the store page art.
Because I am a dev team of 1, yes, I have used AI specifically for working on multiplayer code - that's an area of coding I'm just not up to speed on. The in-game code is all me though. As for art, having 10 years experience in game-dev GFX, that's me - 99% of it. I'm highly proficient in using the tools of the trade )Pshop, Blender, 3d MAx etc), but yes, I have used some highly modified bits and pieces for the landing screen and outros, but everything in-game (100%) is me. The SFX, music and voice acting, me too... for my sins. I'm no Mozart or Lawrence Olivier, but, yakknow... it's passable :)
Everything is AI generated... I built my own Agentic AI harness, and then used it to build this game (as well as generating images, soundtrack, and 1000s of lines of text content etc)... I'm not a developer, I'm a Functional/UX/Graphic Designer that finally found a tool that could help me build my dream games... I wouldn't consider the game "vibe coded", it has been months of obsessive iterations to ensure the functionality and user experience is of the highest level, which was 100% designed and directed by me, using Agentic AI to build to order. It's far from a "one-shot" prompt hope and prayer... and I think you'll be surprised when you see it.
Generative AI was used during the development of this game to assist with: - Generating static illustrations for in-game achievement icons. - Generating placeholder sound effects to be swapped before exiting EA
AI Artwork
Portions of the game's visual assets were created with the assistance of generative AI and subsequently reviewed, edited, and integrated by the developer. All gameplay systems, game design, programming, balancing, and final implementation were developed by the developer.
Some of Citadel Zero's visual assets (pixel-art sprites, icons, and backgrounds) were created with the help of generative AI tools, then reviewed and refined by the developer. All such content is pre-generated and baked into the game — Citadel Zero performs no real-time AI generation and connects to no AI service while you play.
Localization, images and some 3d models
I used AI to help review code and check for any bugs. Also a few small pieces of art that will be changed/updated by release while we get artists commissioned.
Generative AI tools are used to assist in drafting text and setting up this Steam store page, as well as marketing materials.
Generative AI was used only for marketing materials: background music in the trailer and banner artwork for the store page
Some of the artwork currently in Norectus: Theatre of War was created with generative AI tools during development, including card art, in-game backgrounds, and store images. We use it as placeholder art so we can build, balance, and expand the game during Early Access. We are commissioning human artists and replacing this AI-generated art over time. Every AI-assisted asset is reviewed by our team before it goes into the game.
EVE Vanguard uses AI-generated text-to-speech (TTS) for certain voice-over content, including character barks and narration. These assets are created under the direction of the development team to support the game's production and player experience. All writing, gameplay, worldbuilding, and overall creative vision are authored and curated by the game’s developers.
Some of the visuals are crafted by using AI assisted tools.
Generative AI was used during the development of Slippery to assist in creating certain static visual assets, including [store page artwork / background images / character concepts / UI elements]. All AI-generated content was reviewed, modified, and integrated by hand to match the game's overall visual style. The game does not generate any AI content in real-time during gameplay.
It was partially used for depicting space backgrounds, BGM performance, multilingual translation, and metal light source effects.
TIDEFALL uses generative AI in parts of its development: • Some 2D artwork and the store/marketing images were created or assembled with the help of AI tools, then edited and reviewed by the developer. • The Korean and Simplified Chinese localizations were produced with AI assistance and reviewed for quality and consistency. All music and sound effects are human-made, openly-licensed (CC0) works and are not AI-generated. No generative AI runs while you play — the game generates no content or code at runtime and connects to no external AI service.
As a solo developer several of the art assets used during the development of the game are generated using AI models with art references. Should the game be successful it is my hope to slowly start using commissioned art.
This game uses generative AI tools to create some visual assets and background images. All AI-generated content has been reviewed and edited by the developer.
Some UI elements use AI-generated images.
Some generative ai was used for general bug fixes
Some of the weapon skins and charms available for purchase are AI generated.
| Title⇅ | Disclosure | Creator⇅ | Src | Reviews⇅ | Added↓ |
|---|---|---|---|---|---|
Call of Duty®: Black Ops 6 In-game content art | Our team uses generative AI tools to help develop some in game assets. | Treyarch | 8.7k | Jul 7, 2026 | |
Necromancer: Ash & Bone In-game content art | AI tools were utilized to generate art assets on the store page and in-game. | Binx.tv | - | Jul 7, 2026 | |
Neophyte Protocol In-game content arttext | As a small, two-person independent development team, we have used generative AI to help create a limited number of pre-generated assets during development. This includes portions of the store capsule artwork, a number of UI elements and icons, and approximately three lines of dialogue for a single enemy.
The AI-generated visual content is used solely as placeholder artwork to support our Early Access proof of concept. These assets allow us to focus our limited resources on gameplay, systems, balance, and overall game quality while we continue development. Replacing these placeholder assets with original, commissioned artwork is a planned and intentional part of our Early Access development roadmap.
No generative AI was or will be used to create gameplay, game logic, programming, level design, music, sound effects, visual effects, or any live-generated in-game content. | Ironwerks Studios | 24 | Jul 7, 2026 | |
Metal Detector Island In-game content art | Pre-generated AI tools were used to create some visual assets and promotional artwork, including UI concepts, store page artwork, icons, and environmental illustrations. These assets are reviewed and curated by the developer before inclusion. The game does not use live-generated AI content during gameplay. | BetDev | - | Jul 7, 2026 | |
Command Doctrine Live AI arttext | Command Doctrine uses generative AI to create some of the content you play. When you generate a scenario or a campaign, an AI model produces the map, the opposing forces, the objectives, and the written mission briefing from your prompt. AI is also used to write narrative battle reports, to create the images that accompany them, and to interpret the natural-language orders you give your units. This content is generated live by third-party AI services. We apply content moderation and input filtering to guard against inappropriate or unsafe output. | ByteFlow | - | Jul 7, 2026 | |
ON&OFF Dev only | During the development process, we may use procedural- and AI-based tools to assist with content creation. In all such cases, the final product reflects the creativity and expression of our own development team. | DopamineCrucian | - | Jul 7, 2026 | |
Abyssal Hollow In-game content artaudio | AI-assisted tools were used during visual exploration and iteration for some marketing materials, select visual drafts and music. Final design, creative direction, editing, asset selection, and implementation were handled by the developer. | Twinfang Studios | - | Jul 7, 2026 | |
2point-1592 In-game content artaudio | Some art, music, and 3D assets in this game were created with the help of generative AI tools. Every AI-generated asset was carefully reviewed, refined, and hand-curated by the developer to fit the game's art direction and tone. The game does not use any live-generated (runtime) AI content. | bong24studio | - | Jul 7, 2026 | |
Thorny Times In-game content art | Some visual assets, including characters, environments, objects, and backgrounds, were produced with the help of generative AI tools during development, then curated, edited, cleaned up, and integrated manually under human art direction to achieve a consistent visual style. | Aterdux Entertainment™ | - | Jul 7, 2026 | |
Cat 3 In-game content art | The visual art in Cat 3. The cat sprites, enemies, icons, relic, UI art, and the store/marketing images were created with the help of generative AI tools. I'm a solo developer and a programmer at heart: I can't draw, so I set up a local pixel-art generation pipeline to make the game's artwork. No AI-generated content is produced during gameplay. | adoptedmouse | - | Jul 6, 2026 | |
Feierabend Poker In-game content textartaudio | Feierabend Poker is developed by a solo creator with the help of AI tools. The story and character dialogue are written with AI assistance and then reviewed and edited by the developer. The game's visuals are 2D vector graphics drawn directly in code rather than produced by image generators, and all sound is created procedurally in code. No AI generates content live while you play. | Emberholm Games | - | Jul 6, 2026 | |
FootBall Card Battle In-game content art | I have updated the AI Content Survey to better reflect the content used in the game.
Some background images were created with the assistance of generative AI. A small number of player card artworks were also created using generative AI, but the majority of the cards were created without AI-generated artwork. Additionally, some promotional/store images contain AI-generated elements, while many others do not.
The AI-generated content is limited to certain visual assets and does not affect gameplay or game logic. | Howling Beast Entertainment | - | Jul 5, 2026 | |
Weaposy In-game content art | AI Generated Content Disclosure
Pre-generated AI:
"Artificial intelligence tools were utilized during the development process to generate initial 3D character assets and models. Following the generation, our development team extensively refined the textures, customized the coloring, and completely performed the rigging and weight painting manually." | Arnon S. | - | Jul 5, 2026 | |
TwizGame In-game content artaudiotext | Some of the art, music, and voice assets that ship with this game were created with the help of generative AI tools during development, then curated,
▎ edited, and assembled by the developer. This includes character and mascot art, background and scene art, UI and logo imagery, background music tracks,
▎ and in-game voice lines. The game does not generate any AI content live at runtime. All AI-assisted assets were reviewed before inclusion, and we do not
▎ knowingly ship content that infringes third-party intellectual property. | YaBoyTwiz | - | Jul 4, 2026 | |
Bringers of Darkness In-game content art | AI-assisted tools were used to help create some ability icons and some HUD elements. The assets were reviewed and integrated into the game by the developers. | Arcane Celestia | - | Jul 4, 2026 | |
Idle Pocket Crafter 2 In-game content text | 100% human made code, art, design, and audio!
AI assistance was only used for a tiny fraction of the text localizations to fill small gaps in our community made translations and for translating the Steam store page descriptions to non English languages. | Ruoto Games | - | Jul 4, 2026 | |
The Quiet Cold Unclear | Placeholder Images, which will be removed before make public. | EliteNinja32 | - | Jul 4, 2026 | |
Off Axis Store/marketing text | Generative AI was used to assist with writing, editing, and translating store page text and marketing copy. No generative AI content is generated in real time during gameplay. | Off Axis | - | Jul 4, 2026 | |
Mind Over Dice In-game content artaudio | AI was used as a creative tool for:
Generating and refining background art (later curated by our artists)
Creating early atmospheric textures for the soundtrack (finished by human composers)
All AI-generated content was reviewed, edited, and finalized by the team to ensure quality and consistency. | White Sobol | - | Jul 4, 2026 | |
Dungeons & Donuts In-game content text | We use claude/codex to help us translate our story to other languages. Members of the development team speak these languages:
- English
- Romanian
Outside of these languages, all story is translated with the help of AI. The narrative itself is being written by one of the developers and without the help of AI | Sas & Sons Game Studio Inc | 15 | Jul 4, 2026 | |
Mini Mayor: 12 Years In-game content artaudio | Images and music were edited with the assistance of AI. | Symbolic | - | Jul 4, 2026 | |
Vespera In-game content art | This game has AI generated images (including the community items) and other AI made components. If you are sensitive about AI generated content please do not purchase this game. | Idle Gamers | 264 | Jul 4, 2026 | |
Black Hollow In-game content artcode | AI was used to troubleshoot coding issues, generate some game model assets, and some UI elements.
All code, models, and UI elements were edited and finalized by me before implementation into the game. | PolyPixel Interactive | - | Jul 3, 2026 | |
System Cleaner In-game content text | Some of the displayed assets and upgrade text descriptions in-game are using human-verified LLM pre-generated content. | Radiant Bear Games | - | Jul 3, 2026 | |
Warrior Spirits In-game content art | AI-assisted tools were used to help create some visual assets. All generated content was reviewed and integrated by the developer. | Reignite Games | - | Jul 3, 2026 | |
The Left Behind In-game content text | AI has been used to translate the game in multiple languages so the story can be enjoyed by more people. | Extrude | - | Jul 3, 2026 | |
Agestan In-game content art | The basic concepts and raw assets for the characters and buildings in our 2D game, 'Agestan,' were created using AI tools. However, all AI-generated visuals have been significantly modified, manually refined, and hand-edited by the developer to ensure high quality and consistency with the game's unique art style. Additionally, AI tools were utilized for the promotional video, with the necessary editing performed by our team. | Erasist | - | Jul 3, 2026 | |
WALLOP In-game content textcode | Generative AI (a large language model) was used to assist in drafting text content — store page descriptions, in-game text, and marketing copy — and to assist with code. All output was reviewed and edited by the developer. Game art is from licensed/CC0 asset packs and procedural rendering; audio is procedurally synthesized. No AI-generated imagery or audio ships in the game, and no AI is generated live at runtime. | Pizza Hero Gaming | - | Jul 3, 2026 | |
Elevator To Hell In-game content audioart | We have used AI tools for sound effects and for parts of the store page art. | Niflheim | - | Jul 3, 2026 | |
Derples Vs Xenos Dev only code | Because I am a dev team of 1, yes, I have used AI specifically for working on multiplayer code - that's an area of coding I'm just not up to speed on. The in-game code is all me though. As for art, having 10 years experience in game-dev GFX, that's me - 99% of it. I'm highly proficient in using the tools of the trade )Pshop, Blender, 3d MAx etc), but yes, I have used some highly modified bits and pieces for the landing screen and outros, but everything in-game (100%) is me. The SFX, music and voice acting, me too... for my sins. I'm no Mozart or Lawrence Olivier, but, yakknow... it's passable :) | Games For Derples | - | Jul 3, 2026 | |
Gods Shall Tremble In-game content artaudiotext | Everything is AI generated... I built my own Agentic AI harness, and then used it to build this game (as well as generating images, soundtrack, and 1000s of lines of text content etc)... I'm not a developer, I'm a Functional/UX/Graphic Designer that finally found a tool that could help me build my dream games... I wouldn't consider the game "vibe coded", it has been months of obsessive iterations to ensure the functionality and user experience is of the highest level, which was 100% designed and directed by me, using Agentic AI to build to order. It's far from a "one-shot" prompt hope and prayer... and I think you'll be surprised when you see it. | Daniel Olver | - | Jul 3, 2026 | |
Liminal Protocol In-game content artaudio | Generative AI was used during the development of this game to assist with:
- Generating static illustrations for in-game achievement icons.
- Generating placeholder sound effects to be swapped before exiting EA | Rabbit House Games | - | Jul 2, 2026 | |
Chains of Eternis Unclear art | AI Artwork | Blade Art Games | - | Jul 2, 2026 | |
The Infinite Dungeon In-game content art | Portions of the game's visual assets were created with the assistance of generative AI and subsequently reviewed, edited, and integrated by the developer. All gameplay systems, game design, programming, balancing, and final implementation were developed by the developer. | Rafael Seyssel | - | Jul 2, 2026 | |
Citadel Zero In-game content art | Some of Citadel Zero's visual assets (pixel-art sprites, icons, and backgrounds) were created with the help of generative AI tools, then reviewed and refined by the developer. All such content is pre-generated and baked into the game — Citadel Zero performs no real-time AI generation and connects to no AI service while you play. | PYRHAMID Studio | 18 | Jul 2, 2026 | |
Debris Zone In-game content arttext | Localization, images and some 3d models | TWARE | - | Jul 2, 2026 | |
Corefall: Idle Dungeon RPG In-game content artcode | I used AI to help review code and check for any bugs. Also a few small pieces of art that will be changed/updated by release while we get artists commissioned. | IdleGear | - | Jul 2, 2026 | |
GilongWorld Store/marketing text | Generative AI tools are used to assist in drafting text and setting up this Steam store page, as well as marketing materials. | Long Gil Studio | - | Jul 2, 2026 | |
Zephyr Cloud In-game content audioart | Generative AI was used only for marketing materials: background music in the trailer and banner artwork for the store page | Quirkspark | - | Jul 2, 2026 | |
Norectus: Theatre of War In-game content art | Some of the artwork currently in Norectus: Theatre of War was created with generative AI tools during development, including card art, in-game backgrounds, and store images. We use it as placeholder art so we can build, balance, and expand the game during Early Access. We are commissioning human artists and replacing this AI-generated art over time. Every AI-assisted asset is reviewed by our team before it goes into the game. | Glacir Studios | 10 | Jul 2, 2026 | |
EVE Vanguard In-game content audiotext | EVE Vanguard uses AI-generated text-to-speech (TTS) for certain voice-over content, including character barks and narration. These assets are created under the direction of the development team to support the game's production and player experience. All writing, gameplay, worldbuilding, and overall creative vision are authored and curated by the game’s developers. | Fenris Creations | - | Jul 2, 2026 | |
Fire and Water: Spirits of the Forest In-game content art | Some of the visuals are crafted by using AI assisted tools. | IQ Games | - | Jul 2, 2026 | |
Slippery In-game content art | Generative AI was used during the development of Slippery to assist in creating certain static visual assets, including [store page artwork / background images / character concepts / UI elements]. All AI-generated content was reviewed, modified, and integrated by hand to match the game's overall visual style. The game does not generate any AI content in real-time during gameplay. | Artem Hnidobor | - | Jul 2, 2026 | |
RobotAssembly In-game content artaudiotext | It was partially used for depicting space backgrounds, BGM performance, multilingual translation, and metal light source effects. | ONEKICK CO.,LTD. | - | Jul 2, 2026 | |
TideFall In-game content arttext | TIDEFALL uses generative AI in parts of its development:
• Some 2D artwork and the store/marketing images were created or assembled with the help of AI tools, then edited and reviewed by the developer.
• The Korean and Simplified Chinese localizations were produced with AI assistance and reviewed for quality and consistency.
All music and sound effects are human-made, openly-licensed (CC0) works and are not AI-generated. No generative AI runs while you play — the game generates no content or code at runtime and connects to no external AI service. | RootWaves | - | Jul 1, 2026 | |
Soulreign In-game content art | As a solo developer several of the art assets used during the development of the game are generated using AI models with art references. Should the game be successful it is my hope to slowly start using commissioned art. | Berraco | 10 | Jul 1, 2026 | |
Hexborne In-game content art | This game uses generative AI tools to create some visual assets and background images. All AI-generated content has been reviewed and edited by the developer. | BlowYAmind | - | Jul 1, 2026 | |
100均除霊師 In-game content art | Some UI elements use AI-generated images. | AlleyInn | - | Jul 1, 2026 | |
Rookspell Dev only | Some generative ai was used for general bug fixes | 8_bit_blockhead | - | Jul 1, 2026 | |
Mags and Body Bags In-game content art | Some of the weapon skins and charms available for purchase are AI generated. | Maxa Game Studios LLC | - | Jun 30, 2026 |