Does AquaBall League use AI?
AI-assisted concept art, textures, and animation references were used during development, with final assets refined by human artists.
Our AI review, medium confidence. Not a verdict; the evidence is below.
Checked against Steam on Oct 28, 2026.

- Developer
- Creative Mindset Productions, Jak Studios
- Publisher
- Creative Mindset Productions
- Release
- To be announced (Early Access)
Before you buy: anti-cheat, accounts, DRM
No anti-cheat, third-party account or DRM is declared on AquaBall League's Steam page.
Full anti-cheat, account and DRM details, with change history →
Production signals
Facts about who made the game and how players received it. They don't depend on AI, and they help tell a carefully made game that used some AI apart from mass-produced ones.
- Creative Mindset Productions released 0 games on Steam in the last 12 months. 1 of their 1 game disclose AI.
- This is the developer's first game on Steam.
- Not released yet.
- Our AI review of these signals: solid production.
What the developer says
AI is used in certain aspects of AquaBall League's development, but always as a tool to assist and enhance human creativity, not replace it. How We Use AI in Development & Marketing: Pre-Rendered Assets: AI-assisted tools help generate concept art, environmental textures, and animation references to speed up workflows. However, final assets are created and refined by human artists. Marketing & Store Page Content: AI is sometimes used for copywriting assistance (e.g., generating draft descriptions) and image upscaling, but all materials are reviewed and finalized by the development team. Community Engagement: AI-powered tools may assist in moderating discussions or generating interactive content like chatbots for FAQs. What We Do Not Use AI For: We do not use AI-generated assets as final in-game models, animations, or sound. We do not use AI to replace human-written narratives, character design, or core gameplay elements. AI is just one of many tools we use to streamline production, but our focus remains on human creativity, originality, and player-driven innovation.
From the “AI Generated Content Disclosure” on the Steam store page, quoted as written. First seen by us on Oct 28, 2026.
What other sources say
| Source | Their take |
|---|---|
| Steam disclosure | AI content disclosed |
| AI judgment deepseek-flash | Minor AI · solid production, medium confidenceReasoningThe disclosure states AI helped generate concept art, environmental textures, and animation references, but final assets were made by human artists. Marketing copy and moderation also use AI assistance. No in-game final models, animations, or sound are AI-generated per the developer. Against: Developer has released no games in the last 12 months and the game is unreleased, so there is no track record of volume releases or shipped content to verify. |
| Remove AI Slop open-source extension | Some AI (marketing, concept/reference, art, text) |
FAQ
Does AquaBall League use AI?
Yes. AquaBall League's developer discloses AI-generated content on its Steam page. AI-assisted concept art, textures, and animation references were used during development, with final assets refined by human artists.
Is AquaBall League AI-generated?
Only partly. AI is used in minor ways, such as store images, translation or small details.
How does GameAICheck know?
We read the AI Generated Content Disclosure from the game's public Steam store page, check it daily, and show what independent curators and open-source tools say about it. Disclosures are self-reported by developers.
Is something wrong?
Developers and players can dispute or report this page. We review every message and correct mistakes.