Public Steam disclosure research25,695 disclosures tracked
Where do games disclose AI use?
Search developers’ Steam disclosures, compare classified AI use across
games, and follow recorded changes.
This index adds cross-game classifications and statistics to
statements published on individual store pages.
Groups reflect automatic analysis of public disclosures; mature records are excluded. These counts do not measure AI use across all of Steam.
Missing or unclear statements cannot establish whether a game uses AI.
This game includes content created with the assistance of generative AI. AI tools were used to help create some visual assets, including promotional images, UI/background concepts, and selected in-game art references. AI-assisted coding tools were also used during development to help draft, refactor, debug, and improve parts of the game code. All generated or AI-assisted content is reviewed, edited, and integrated by the developer before inclusion in the game.
During the game's Early Access (EA) phase, we used AI to quickly build gameplay prototypes, including some art assets. These assets will be iteratively replaced upon the official 1.0 release.
This project is being developed by a small two-person team.
The use of AI tools in this project is strictly limited to the following assets:
- flag textures
- selected marketing assets and voice lines
We plan to replace these elements with fully original, custom-created assets and professionally recorded voice acting as soon as funding allows.
All AI-assisted content is reviewed, edited, and integrated by the development team to ensure consistency and quality.
Some assets in Witherheart, including visuals and audio, were created with the assistance of generative AI tools. All content has been curated and integrated by the development team.
AI tools were used to assist in the conceptualization of store page art and background art. The final in-game assets are hand-crafted pixel art based on these AI-generated concepts.
About localization
Please note：The English localization is AI-assisted and human-verified.
We are continuously refining the text, so please feel free to join us and share any feedback !
Some minor visual elements such as parts of the logo design and a few user-interface textures were originally assisted by generative tools and then refined manually.
Generative AI was used during development to assist with localization and limited code drafting.
All final shipped content was reviewed and edited by the developer before release.
This game uses generative AI tools to assist with some pre-generated visual assets, including background art, character-related promotional art, item imagery, and store page materials. All AI-assisted content is reviewed, selected, and edited by the developer before release. The game does not generate AI content during gameplay.
Some promotional images were created or enhanced using generative AI tools. The game also contains AI-generated voice narration. All AI-generated content was reviewed and integrated by the developer
In the demo version, to support development, we use AI-assisted tools to create PLACEHOLDER CONTENT ONLY. These assets are temporary and will NOT appear in the final version of the game.
This game contains content created with the assistance of generative AI during development.
Generative AI tools were used to help create and iterate on parts of the game code, sound effects, music, artwork, images, and multilingual translations. All AI-assisted content was reviewed, edited, selected, and integrated by the developer.
The game does not use generative AI to create content during gameplay.
The current version of the game utilizes a variety of AI-assisted / AI-generated assets to support its development. My intent is to eventually replace or further polish as many of these assets as is feasible during the Early Access journey, though this remains a long-term aspiration.
- 2D Assets: Some character portraits, backgrounds, minor textures, and store artwork are generated or enhanced using AI (e.g. style transfer from custom 3D renders and upscaling). These assets are further edited and integrated manually.
- Narrative Slides: Images used in story sequences are AI-generated and used with minimal or no manual modification.
- Voice Acting: Dialogue voiceovers use text-to-speech (TTS).
- Text: Store descriptions, in-game text, and dialogue are written by the developer and refined using AI tools for clarity, consistency, and phrasing (e.g. tooltips and ability descriptions).
Marshals of War is the result of years of work by a solo developer, supported by freelance artists and collaborators. Generative AI has been used to explore ideas and directions, influencing some assets in the game and its marketing. Handcrafted work remains the primary process behind the game’s development.
Some graphical assets are generated using AI as templates. These are then proccesses manually in a custom made animation software or edited in image editing software.
I use artificial intelligence to assist with multilingual text localization and adaptation, in order to make the game more accessible and enjoyable for a wider range of players.
Some of the art assets in this game were produced with the assistance of AI. The content has been rigorously screened and produced by the developers.
This game contains content created with the assistance of generative AI during development.
Generative AI tools were used to help create and iterate on parts of the game code, artwork, images, and multilingual translations. All AI-assisted content was reviewed, edited, selected, and integrated by the developer.
The game does not use generative AI to create content during gameplay.
The vast majority of this game's content is hand-drawn and manually crafted. Generative AI was utilized only as a supportive tool for certain concept designs and ambient sound effects. Every asset has undergone manual correction and thorough refinement to ensure it perfectly aligns with the game’s unique quirky-comic art style.
We use AI technologies in a limited capacity during development. AI-assisted tools are used for localization (translation into multiple languages) and for generating some visual assets, such as preview images. The core game content, gameplay design, and the majority of assets are created without the use of AI.
About 98% of the art assets in this game are human authored. 100% are human edited.
Which assets used ai:
-7 pro logos that could not be satisfied with dev skills or outsourcing
-The purple images in the SportsZone intro. These were generated because no public domain photos of 1990s era football players exist and pixel art or digital art were not appropriate.
-The studio background and suit.
-The store page assets used public domain images which then received minor ai changes, colors, hair, text, etc. This was done because they needed to look like real photos rather than obvious composites.
During development, AI-based language tools were used to assist with the localization of in-game text across the languages supported by the game. All AI-assisted translations were reviewed, edited, and validated by the developer before inclusion in the build. The game does not connect to any AI service at runtime; no content is generated live during gameplay.
There's a full document detailing everything here: https://docs.google.com/document/d/1WIOGXHzCXwShVBGKuAYDpamK03sfzuYztLCzEqkt-sQ/edit
The short summary is that AI was used for a single graphical asset, some code, and some text strings that are largely unimportant for understanding the game.
This game does not use generative AI in real time.
Any generative AI content is created only in advance, in accordance with Steam's guidelines.
Programming
Generative AI tools may be used to assist with code completion, refactoring, and review. All code is subject to final human review before use.
Translations
For languages other than Japanese, AI tools may be used for translation.
Assets
Some in-game graphics and promotional images may be created with generative AI tools. All such assets are reviewed and edited by a human, and none are used as-is.
This game includes content created with the assistance of generative AI. AI tools were used to help create some visual assets, including promotional images, UI/background concepts, and selected in-game art references. AI-assisted coding tools were also used during development to help draft, refactor, debug, and improve parts of the game code. All generated or AI-assisted content is reviewed, edited, and integrated by the developer before inclusion in the game.
During the game's Early Access (EA) phase, we used AI to quickly build gameplay prototypes, including some art assets. These assets will be iteratively replaced upon the official 1.0 release.
This project is being developed by a small two-person team.
The use of AI tools in this project is strictly limited to the following assets:
- flag textures
- selected marketing assets and voice lines
We plan to replace these elements with fully original, custom-created assets and professionally recorded voice acting as soon as funding allows.
All AI-assisted content is reviewed, edited, and integrated by the development team to ensure consistency and quality.
Some assets in Witherheart, including visuals and audio, were created with the assistance of generative AI tools. All content has been curated and integrated by the development team.
AI tools were used to assist in the conceptualization of store page art and background art. The final in-game assets are hand-crafted pixel art based on these AI-generated concepts.
About localization
Please note：The English localization is AI-assisted and human-verified.
We are continuously refining the text, so please feel free to join us and share any feedback !
Some minor visual elements such as parts of the logo design and a few user-interface textures were originally assisted by generative tools and then refined manually.
Generative AI was used during development to assist with localization and limited code drafting.
All final shipped content was reviewed and edited by the developer before release.
This game uses generative AI tools to assist with some pre-generated visual assets, including background art, character-related promotional art, item imagery, and store page materials. All AI-assisted content is reviewed, selected, and edited by the developer before release. The game does not generate AI content during gameplay.
Some promotional images were created or enhanced using generative AI tools. The game also contains AI-generated voice narration. All AI-generated content was reviewed and integrated by the developer
In the demo version, to support development, we use AI-assisted tools to create PLACEHOLDER CONTENT ONLY. These assets are temporary and will NOT appear in the final version of the game.
This game contains content created with the assistance of generative AI during development.
Generative AI tools were used to help create and iterate on parts of the game code, sound effects, music, artwork, images, and multilingual translations. All AI-assisted content was reviewed, edited, selected, and integrated by the developer.
The game does not use generative AI to create content during gameplay.
The current version of the game utilizes a variety of AI-assisted / AI-generated assets to support its development. My intent is to eventually replace or further polish as many of these assets as is feasible during the Early Access journey, though this remains a long-term aspiration.
- 2D Assets: Some character portraits, backgrounds, minor textures, and store artwork are generated or enhanced using AI (e.g. style transfer from custom 3D renders and upscaling). These assets are further edited and integrated manually.
- Narrative Slides: Images used in story sequences are AI-generated and used with minimal or no manual modification.
- Voice Acting: Dialogue voiceovers use text-to-speech (TTS).
- Text: Store descriptions, in-game text, and dialogue are written by the developer and refined using AI tools for clarity, consistency, and phrasing (e.g. tooltips and ability descriptions).
Marshals of War is the result of years of work by a solo developer, supported by freelance artists and collaborators. Generative AI has been used to explore ideas and directions, influencing some assets in the game and its marketing. Handcrafted work remains the primary process behind the game’s development.
Some graphical assets are generated using AI as templates. These are then proccesses manually in a custom made animation software or edited in image editing software.
I use artificial intelligence to assist with multilingual text localization and adaptation, in order to make the game more accessible and enjoyable for a wider range of players.
Some of the art assets in this game were produced with the assistance of AI. The content has been rigorously screened and produced by the developers.
This game contains content created with the assistance of generative AI during development.
Generative AI tools were used to help create and iterate on parts of the game code, artwork, images, and multilingual translations. All AI-assisted content was reviewed, edited, selected, and integrated by the developer.
The game does not use generative AI to create content during gameplay.
The vast majority of this game's content is hand-drawn and manually crafted. Generative AI was utilized only as a supportive tool for certain concept designs and ambient sound effects. Every asset has undergone manual correction and thorough refinement to ensure it perfectly aligns with the game’s unique quirky-comic art style.
We use AI technologies in a limited capacity during development. AI-assisted tools are used for localization (translation into multiple languages) and for generating some visual assets, such as preview images. The core game content, gameplay design, and the majority of assets are created without the use of AI.
About 98% of the art assets in this game are human authored. 100% are human edited.
Which assets used ai:
-7 pro logos that could not be satisfied with dev skills or outsourcing
-The purple images in the SportsZone intro. These were generated because no public domain photos of 1990s era football players exist and pixel art or digital art were not appropriate.
-The studio background and suit.
-The store page assets used public domain images which then received minor ai changes, colors, hair, text, etc. This was done because they needed to look like real photos rather than obvious composites.
During development, AI-based language tools were used to assist with the localization of in-game text across the languages supported by the game. All AI-assisted translations were reviewed, edited, and validated by the developer before inclusion in the build. The game does not connect to any AI service at runtime; no content is generated live during gameplay.
There's a full document detailing everything here: https://docs.google.com/document/d/1WIOGXHzCXwShVBGKuAYDpamK03sfzuYztLCzEqkt-sQ/edit
The short summary is that AI was used for a single graphical asset, some code, and some text strings that are largely unimportant for understanding the game.
This game does not use generative AI in real time.
Any generative AI content is created only in advance, in accordance with Steam's guidelines.
Programming
Generative AI tools may be used to assist with code completion, refactoring, and review. All code is subject to final human review before use.
Translations
For languages other than Japanese, AI tools may be used for translation.
Assets
Some in-game graphics and promotional images may be created with generative AI tools. All such assets are reviewed and edited by a human, and none are used as-is.
