Public Steam disclosure research25,380 disclosures tracked
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Generative AI was used during development to assist in creating some pre-generated 2D visual assets used in the game. All such content was generated and reviewed during development and is included as static game assets. No content is generated by AI during gameplay.
Some assets and code in Angkor were created with the assistance of generative AI tools, including 2D art, sound effects, portions of the game's code, and some in-game text. All AI-assisted content was reviewed, edited, and integrated by a human developer. Angkor does not generate any content live during gameplay.
The narrative and interface text in this game - dialogue, tutorial guidance, in-game descriptions, and localization into all supported languages (Russian, English, French, Italian, German, Spanish, Dutch, Polish, Portuguese) - was generated with the assistance of generative AI (a large language model), based on the developer's original game concept, design, and creative direction. No other content in this game - art, music, sound, or gameplay - is AI-generated.
Cosmo Corgis is designed and directed by one person. During development, AI tools were used as a production assistant — helping write and test the game's code and assisting with portions of the 3D asset work, always under the developer's direction. The music and sound effects were generated with AI tools. Every design decision, and the game's look and feel, are the developer's own. Nothing is generated by AI while you play: everything in the game ships fixed and tested.
Some parts of the Cellarer were made with the help of generative AI tools: portions of the source code, some of the in-game icons and sfx / vfx, some store and marketing text, and some marketing artwork and assets were AI-assisted, then reviewed, edited and integrated by hand before shipping. The game itself contains nothing live-generated — no AI runs while you play, and the game never connects to an AI service.
Various visual assets and promotional materials for Get Outta My Gut were created with the assistance of generative AI tools.
All AI-generated content was reviewed, refined, and integrated by the developer to ensure consistency with the game's artistic direction and quality standards.
This game uses AI-generated audio effects (via ElevenLabs) for a limited set of sound effects, layered and processed alongside licensed library sounds. As a solo developer on a tight budget, this let me create specific, bespoke sounds without the cost of a full custom audio pack for assets that are only used a handful of times.
Some of these may be replaced with human-composed audio as the game develops.
Wildreach is made by a solo developer working alongside AI tools. AI assisted in authoring game logic (Blueprint scripting) and some store/marketing text during development. All 3D art, animation, and audio are licensed asset-pack content made by human artists. No AI content is generated at runtime.
Generative AI was only used to assist in creating some of the inventory icons and promotional artwork, as TEMPORARY PLACEHOLDERS.
The game's environments, gameplay systems, characters, mechanics, world design, and narrative were created by the developer. No AI content is generated during gameplay.
Generative AI was used during development to assist with selected pre-generated marketing and Steam store artwork, concept and reference images, product packaging artwork and textures, and localization. All AI-assisted content was reviewed, edited and curated by the developer before being included. The game does not generate AI content during gameplay.
This game uses AI tools (Anthropic's Claude) for localization. The game's UI text, building prompts, and store descriptions were translated from Japanese into 9 other languages with AI assistance, and all translations were reviewed by the developer. No AI-generated content is created at runtime (no live-generated AI). All other assets (art, music, sound effects) are hand-made or licensed (CC0).
Some of Nation's 2D artwork — character portraits, card illustrations, backgrounds, and store/marketing images — was created with the assistance of generative AI tools, then selected, edited, and composited by our team. All game design, rules, writing, and code are human-made. The game does not generate content with AI while you play.
Some artwork (ship, station and environment sprites, icons) and sound effects were created using generative AI tools during development, then curated and hand-edited by the developer. All AI-generated content was reviewed before inclusion.
Generative AI tools were used during development to assist in the creation of some 3D assets. All AI-assisted content was reviewed, edited, and integrated by the developer before being included in the game.
Generative AI was used during development to assist in the creation of certain pre-generated game content, including some in-game visual art assets, the game’s title logo, and promotional materials for the Steam store page. All final content was reviewed, curated, edited, and implemented by the developer. No generative AI is used at runtime, and the game does not generate live AI content for players.
Generative AI was used for deep game simulation to assist with designing difficulty curves and testing in game mathmatical calculations. It was also used for designing alternative UI Models for cosmetic changes.
Game Design, layout, original creations, music, sound, story, plots, etc. were Designed entirely by the Creator.
AI-assisted tools were used in a limited capacity during development, including for some visual assets and text proofreading. All resulting content was reviewed, edited, and finalized manually by the development team.
AI was used solely as a supportive development tool. The game's creative direction and final content were created and developed by the team.
Some of the content shipping with this game was created using generative AI:
• Images: the title/loading screen, the store graphics (capsules) and the five faction portraits were generated with an image AI. • Audio: the title music, intro music, sector music tracks and the sound effects were created with AI tools. • Text: the store description was drafted with AI assistance.
All of this content was selected, reviewed and integrated by hand. Not AI-generated: the 3D world, the ships, stations and effects — those are built procedurally and in Blender. The source code was developed with AI assistance; we mention this for completeness, even though development tools are exempt from disclosure.
Some of the assets in this game were created with the help of generative AI tools: part of the background music and sound effects, some of the 2D images and textures used in the game and on the store page, some of the 3D models, and part of the source code. Every AI-assisted asset was reviewed and adjusted by the developer before it was included in the game, and we do not knowingly use material that infringes the rights of third parties. This game does not generate any content with AI while it is running; NPC dialogue is randomly selected from text written in advance by the developer.
Some music and sound in Perfectly Fair was created using AI tools (Suno AI, ElevenLabs) during development. All content is fixed in the final game; nothing is generated live during gameplay.
AI was used in the initial generation of some assets, but we edited them in Photoshop to adjust proportions and remove any obvious AI Slop.
As this is primarily a management game, we focused heavily on the gameplay mechanics, ensuring the game is bug-free, fun to play, and, dare we say, addicting!
That said, we would love for the art to be more authentic and beautiful. We have an artist under contract who can replace all of the art in the game if the game sells well enough, and we will release the updated art as a patch to all users who have previously purchased the game.
Generative AI was used to assist in creating some visual assets for the game's store page and promotional materials. All gameplay mechanics, programming, level design, story, and final game implementation were created by the developer.
Mithril uses generative AI in much of its art and audio. This includes 3D models, textures and materials throughout the game — cave and terrain surfaces, environment art and interface textures — 2D item and UI icons, store page and marketing images, music and sound effects. All of it was edited and finalised by hand against the game's art direction.
No AI-generated voice is used, and no generative AI runs while you play — the game generates nothing at runtime.
Not AI-generated: world generation (hand-written procedural algorithms, not AI), model animations, game code, and level and systems design.
Hearthfield's world is built in code and from CC0 model packs, and everything you
see in play is made by hand. Our Steam store art, the capsules, the icons and the
logo, was created with the help of AI image tools and then finished by us. We also
use an AI coding assistant while building the game, and AI help when drafting store
text. Our screenshots are always genuine captures from the real game. Nothing in
Hearthfield is generated by AI while you play.
During development, generative AI was used to assist in creating some of the game’s 2D visual assets and icons. All AI-assisted content was manually reviewed and curated by the developers, and modified where necessary before being included in the final version. AI was also used to refactor some early code that was not yet well-structured.
As a solo developer working with a limited budget, I used generative AI tools to help bring my vision to life and add more variety to the game. Specifically, AI generated 10-20 graphical assets and assisted in creating about half of the game's music tracks. The vast majority of the game (over 95%) - including all core design, programming, and mechanics was created entirely by hand.
AI tools are used to assist with the localization of in-game and store page text into other languages. All translations are reviewed by the development team and improved with community feedback.
Some marketing artwork (store capsules and promotional images) was created with AI assistance, based on the game's own assets, characters and art style. All in-game content, gameplay, art assets and audio design are created by the development team.
Development is AI-assisted: source code, the procedural asset factories (meshes, MetaSound hero sounds, code-driven UMG) and docs are written with AI tooling under human review in-repo. No external generative-AI image/audio assets are imported; everything ships from the code-authored pipeline.
Generative AI was used as part of the development pipeline for selected 2D icons and some 3D model source assets. All included assets were reviewed, edited, optimized, and integrated by the developer.
Generative AI was used during development to assist in creating some pre-generated 2D visual assets used in the game. All such content was generated and reviewed during development and is included as static game assets. No content is generated by AI during gameplay.
Some assets and code in Angkor were created with the assistance of generative AI tools, including 2D art, sound effects, portions of the game's code, and some in-game text. All AI-assisted content was reviewed, edited, and integrated by a human developer. Angkor does not generate any content live during gameplay.
The narrative and interface text in this game - dialogue, tutorial guidance, in-game descriptions, and localization into all supported languages (Russian, English, French, Italian, German, Spanish, Dutch, Polish, Portuguese) - was generated with the assistance of generative AI (a large language model), based on the developer's original game concept, design, and creative direction. No other content in this game - art, music, sound, or gameplay - is AI-generated.
Cosmo Corgis is designed and directed by one person. During development, AI tools were used as a production assistant — helping write and test the game's code and assisting with portions of the 3D asset work, always under the developer's direction. The music and sound effects were generated with AI tools. Every design decision, and the game's look and feel, are the developer's own. Nothing is generated by AI while you play: everything in the game ships fixed and tested.
Some parts of the Cellarer were made with the help of generative AI tools: portions of the source code, some of the in-game icons and sfx / vfx, some store and marketing text, and some marketing artwork and assets were AI-assisted, then reviewed, edited and integrated by hand before shipping. The game itself contains nothing live-generated — no AI runs while you play, and the game never connects to an AI service.
Various visual assets and promotional materials for Get Outta My Gut were created with the assistance of generative AI tools.
All AI-generated content was reviewed, refined, and integrated by the developer to ensure consistency with the game's artistic direction and quality standards.
This game uses AI-generated audio effects (via ElevenLabs) for a limited set of sound effects, layered and processed alongside licensed library sounds. As a solo developer on a tight budget, this let me create specific, bespoke sounds without the cost of a full custom audio pack for assets that are only used a handful of times.
Some of these may be replaced with human-composed audio as the game develops.
Wildreach is made by a solo developer working alongside AI tools. AI assisted in authoring game logic (Blueprint scripting) and some store/marketing text during development. All 3D art, animation, and audio are licensed asset-pack content made by human artists. No AI content is generated at runtime.
Generative AI was only used to assist in creating some of the inventory icons and promotional artwork, as TEMPORARY PLACEHOLDERS.
The game's environments, gameplay systems, characters, mechanics, world design, and narrative were created by the developer. No AI content is generated during gameplay.
Generative AI was used during development to assist with selected pre-generated marketing and Steam store artwork, concept and reference images, product packaging artwork and textures, and localization. All AI-assisted content was reviewed, edited and curated by the developer before being included. The game does not generate AI content during gameplay.
This game uses AI tools (Anthropic's Claude) for localization. The game's UI text, building prompts, and store descriptions were translated from Japanese into 9 other languages with AI assistance, and all translations were reviewed by the developer. No AI-generated content is created at runtime (no live-generated AI). All other assets (art, music, sound effects) are hand-made or licensed (CC0).
Some of Nation's 2D artwork — character portraits, card illustrations, backgrounds, and store/marketing images — was created with the assistance of generative AI tools, then selected, edited, and composited by our team. All game design, rules, writing, and code are human-made. The game does not generate content with AI while you play.
Some artwork (ship, station and environment sprites, icons) and sound effects were created using generative AI tools during development, then curated and hand-edited by the developer. All AI-generated content was reviewed before inclusion.
Generative AI tools were used during development to assist in the creation of some 3D assets. All AI-assisted content was reviewed, edited, and integrated by the developer before being included in the game.
Generative AI was used during development to assist in the creation of certain pre-generated game content, including some in-game visual art assets, the game’s title logo, and promotional materials for the Steam store page. All final content was reviewed, curated, edited, and implemented by the developer. No generative AI is used at runtime, and the game does not generate live AI content for players.
Generative AI was used for deep game simulation to assist with designing difficulty curves and testing in game mathmatical calculations. It was also used for designing alternative UI Models for cosmetic changes.
Game Design, layout, original creations, music, sound, story, plots, etc. were Designed entirely by the Creator.
AI-assisted tools were used in a limited capacity during development, including for some visual assets and text proofreading. All resulting content was reviewed, edited, and finalized manually by the development team.
AI was used solely as a supportive development tool. The game's creative direction and final content were created and developed by the team.
Some of the content shipping with this game was created using generative AI:
• Images: the title/loading screen, the store graphics (capsules) and the five faction portraits were generated with an image AI. • Audio: the title music, intro music, sector music tracks and the sound effects were created with AI tools. • Text: the store description was drafted with AI assistance.
All of this content was selected, reviewed and integrated by hand. Not AI-generated: the 3D world, the ships, stations and effects — those are built procedurally and in Blender. The source code was developed with AI assistance; we mention this for completeness, even though development tools are exempt from disclosure.
Some of the assets in this game were created with the help of generative AI tools: part of the background music and sound effects, some of the 2D images and textures used in the game and on the store page, some of the 3D models, and part of the source code. Every AI-assisted asset was reviewed and adjusted by the developer before it was included in the game, and we do not knowingly use material that infringes the rights of third parties. This game does not generate any content with AI while it is running; NPC dialogue is randomly selected from text written in advance by the developer.
Some music and sound in Perfectly Fair was created using AI tools (Suno AI, ElevenLabs) during development. All content is fixed in the final game; nothing is generated live during gameplay.
AI was used in the initial generation of some assets, but we edited them in Photoshop to adjust proportions and remove any obvious AI Slop.
As this is primarily a management game, we focused heavily on the gameplay mechanics, ensuring the game is bug-free, fun to play, and, dare we say, addicting!
That said, we would love for the art to be more authentic and beautiful. We have an artist under contract who can replace all of the art in the game if the game sells well enough, and we will release the updated art as a patch to all users who have previously purchased the game.
Generative AI was used to assist in creating some visual assets for the game's store page and promotional materials. All gameplay mechanics, programming, level design, story, and final game implementation were created by the developer.
Mithril uses generative AI in much of its art and audio. This includes 3D models, textures and materials throughout the game — cave and terrain surfaces, environment art and interface textures — 2D item and UI icons, store page and marketing images, music and sound effects. All of it was edited and finalised by hand against the game's art direction.
No AI-generated voice is used, and no generative AI runs while you play — the game generates nothing at runtime.
Not AI-generated: world generation (hand-written procedural algorithms, not AI), model animations, game code, and level and systems design.
Hearthfield's world is built in code and from CC0 model packs, and everything you
see in play is made by hand. Our Steam store art, the capsules, the icons and the
logo, was created with the help of AI image tools and then finished by us. We also
use an AI coding assistant while building the game, and AI help when drafting store
text. Our screenshots are always genuine captures from the real game. Nothing in
Hearthfield is generated by AI while you play.
During development, generative AI was used to assist in creating some of the game’s 2D visual assets and icons. All AI-assisted content was manually reviewed and curated by the developers, and modified where necessary before being included in the final version. AI was also used to refactor some early code that was not yet well-structured.
As a solo developer working with a limited budget, I used generative AI tools to help bring my vision to life and add more variety to the game. Specifically, AI generated 10-20 graphical assets and assisted in creating about half of the game's music tracks. The vast majority of the game (over 95%) - including all core design, programming, and mechanics was created entirely by hand.
AI tools are used to assist with the localization of in-game and store page text into other languages. All translations are reviewed by the development team and improved with community feedback.
Some marketing artwork (store capsules and promotional images) was created with AI assistance, based on the game's own assets, characters and art style. All in-game content, gameplay, art assets and audio design are created by the development team.
Development is AI-assisted: source code, the procedural asset factories (meshes, MetaSound hero sounds, code-driven UMG) and docs are written with AI tooling under human review in-repo. No external generative-AI image/audio assets are imported; everything ships from the code-authored pipeline.
Generative AI was used as part of the development pipeline for selected 2D icons and some 3D model source assets. All included assets were reviewed, edited, optimized, and integrated by the developer.