--- title: "AI Engineering for Game Studios | Generative AI and Agent Pipelines | Vindler" description: "AI engineering agency for game studios. Autonomous content and feature pipelines, generative asset workflows, Unity automation, live-ops data and secure AI backends, built by engineers who have shipped for Voodoo and Wildlife Studios." url: "https://vindler.solutions/industries/game-studios" locale: "en" updatedAt: "2026-11-06" --- # AI Engineering for Game Studios Agent pipelines that turn a brief into tested game features, generative asset workflows that check their own output, and the internal AI platform your teams share. Built by engineers who have shipped for Voodoo and spent years inside Wildlife Studios' live games. Tell Us About Your Project Voodoo  ·  Bluetile Games (Nazara)  ·  ex Wildlife Studios Technology Partners [AWS Partner Network](https://aws.amazon.com/partners/)[LangChain](https://www.langchain.com/) Recognized by Clutch [Top Clutch AI Consulting Company Brazil 2026](https://clutch.co/profile/vindler-solutions)[Top Clutch AI Company Brazil 2026](https://clutch.co/profile/vindler-solutions)[Top Clutch AI Company São Paulo 2026](https://clutch.co/profile/vindler-solutions)[Top Clutch Chatbot Company Brazil 2026](https://clutch.co/profile/vindler-solutions) ## What We Build for Studios Production systems that run inside your pipeline, with your designers and engineers approving what ships. ### Content and Feature Pipelines Agent pipelines that take a short brief to a design document, UI mockups, assets, engine code and tests, with a human approval gate before anything is built. We built this for Voodoo on a live hyper-casual title. ### Generative Asset Workflows 2D and 3D generation wired into Blender and your engine, with machine checks on every output: geometry, contrast and overlap on rendered pixels, and vision-model review. Your artists get assets that already pass the basic checks. ### Engine and Tooling Automation MCP servers and CLI automation for Unity and your DCC tools, so agents can open scenes, run builds and execute play-mode smoke tests. We track what the Unity CLI and Unity AI can do today and where they still break. ### Live-Ops and Player Data LLM assistants over your analytics warehouse, localization and live-event copy generation, and the classic models that live-ops runs on: pLTV, recommendations, segmentation and A/B testing done with proper causal inference. ### Internal AI Platforms A shared platform that replaces the ad hoc scripts each team built on its own: Claude or other models behind MCP tools with fine-grained, auditable access, separate prototype and production environments, evaluation and observability. ### Secure AI Backends Agents that touch player data, payments or your repositories need the same discipline as any other backend: scoped permissions, prompt-injection defenses, secrets kept out of model context, cost limits per request, and logs you can audit. Games + AI Engineering ## Engineers Who Know How a Live Game Runs Carlos Dutra, who founded Vindler, spent 2020 to 2024 at Wildlife Studios, the studio behind Sniper 3D, Zooba and Tennis Clash, as Senior Manager of Data. He built pLTV and recommendation models for user acquisition, grew the analytics team from 3 to 15 people across four countries, and led the studio's early generative AI work on content creation, translation and localization, plus an AI assistant for data analysis. Since then Vindler has built an autonomous feature pipeline for Voodoo and designed an AI platform architecture for Bluetile Games. The common thread is that studios rarely lack ideas for AI. What they lack is the engineering that makes a promising prototype safe to run every week: verification on every output, permissions on every tool, cost per request tracked, and a way to trace any result back to the commit and input that produced it. We also sit outside the studio's org chart, which matters when the job is reviewing what another vendor or an internal team shipped. We write down why each architecture decision was made, so your team can own the system after we step back. ## Tools We Ship With Unity Blender Claude Agent SDK Model Context Protocol LangGraph LangChain Langfuse AWS Bedrock Python TypeScript C# BigQuery Computer Vision LiveKit ## Case Study: Voodoo [### Autonomous Feature-Generation Pipeline for Mobile Gaming An LLM agent driving MCP tool servers for the game engine, the 3D DCC, the design system and generative art. From a one-line brief it produces a design document, on-brand UI, 2D and 3D assets, engine code committed to the real game repository, and automated tests. - A feature's art set generated and machine-validated in under an hour, against roughly two hours per asset by hand - A runtime integration contract caught 5 gameplay bugs that every visual check missed - Every run versioned and pinned to an exact commit and input Read the case study](https://vindler.solutions/case-studies/generative-3d-game-assets) ## What We Have Written About Games and AI - [An autonomous Unity pipeline from brief to playable feature](https://vindler.solutions/blog/autonomous-feature-pipeline-mobile-gaming) - [AI in mobile gaming: operational efficiency across content, economy and engineering](https://vindler.solutions/blog/ai-mobile-gaming-operational-efficiency) - [The Unity CLI: what ships today, what is still broken, and why it matters](https://vindler.solutions/blog/unity-cli-agent-automation) - [Unity AI open beta: what it ships with and what it costs](https://vindler.solutions/blog/unity-ai-open-beta) - [AI agent security is application security](https://vindler.solutions/blog/ai-agent-security-is-application-security) ## How We Work Step 1 ### Call with an Engineer 45 minutes with Carlos, who founded Vindler. Bring the workflow that eats the most senior time, or the AI prototype someone on the team already built. Step 2 ### Fixed-Price First Step A one week Production Readiness Review ($4,500) if you already have a prototype, or a short paid architecture sketch if you are starting from a brief. You get a written plan and a cost before committing to a build. Step 3 ### Milestone Build Builds start at $25,000 and run in milestones you can stop between. Code goes into your repositories, accounts and models stay in your name, and evaluation runs from the first release. ## Frequently Asked Questions ### ### ### ### ### ### ### ## Tell Us What Your Studio Wants to Automate A 45-minute call with an engineer. Bring the workflow, the prototype or the vendor proposal you want a second opinion on. Free first call with Carlos Fixed-price first step Code and models in your accounts ### Tell Us About Your Studio The titles you run, your engine, and the AI work you have in mind. ## Structured data ```json {"@context":"https://schema.org","@type":"Organization","@id":"https://vindler.solutions/#organization","name":"Vindler","alternateName":"Vindler Solutions","legalName":"Vindler Desenvolvimento de Sistemas de IA Ltda - EPP","url":"https://vindler.solutions","logo":"https://vindler.solutions/logo.png","description":"Vindler is a global AI engineering consultancy specializing in custom AI solutions, LLM integration, and enterprise-grade AI systems.","foundingDate":"2025-06-02","foundingLocation":{"@type":"Place","name":"São Paulo, Brazil"},"taxID":"61.102.920/0001-05","email":"contact@vindler.solutions","telephone":"+1-646-846-5339","numberOfEmployees":{"@type":"QuantitativeValue","minValue":1,"maxValue":10},"areaServed":[{"@type":"Country","name":"United States"},{"@type":"Place","name":"Europe"},{"@type":"Country","name":"Brazil"}],"knowsAbout":["Multi-agent systems","Retrieval-augmented generation","Voice AI agents","LangChain","LangGraph","LiveKit","AWS Bedrock","Model Context Protocol","LLM observability and evaluation"],"founder":{"@type":"Person","@id":"https://vindler.solutions/about#carlos-dutra","name":"Carlos Dutra","jobTitle":"Founder and CEO","url":"https://vindler.solutions/about","sameAs":["https://www.linkedin.com/in/carlosdutra","https://github.com/cdutr"]},"contactPoint":{"@type":"ContactPoint","contactType":"Customer Support","email":"contact@vindler.solutions","telephone":"+1-646-846-5339","url":"https://vindler.solutions/contact","availableLanguage":["English","Portuguese","Spanish"]},"address":[{"@type":"PostalAddress","addressLocality":"São Paulo","addressRegion":"SP","addressCountry":"BR","streetAddress":"Av. 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It is engineering work that ships into your repositories and your pipelines, with tests and evaluation."}},{"@type":"Question","name":"Which game studios have you worked with?","acceptedAnswer":{"@type":"Answer","text":"Vindler built an autonomous feature-generation pipeline for Voodoo on a live hyper-casual game, and designed an AI platform architecture for Bluetile Games, part of Nazara Technologies. Before founding Vindler, Carlos Dutra spent four years at Wildlife Studios as Senior Manager of Data, working on pLTV and recommendation models for user acquisition, scaling the analytics team from 3 to 15 people, and leading the studio's first generative AI work on content creation, translation and localization."}},{"@type":"Question","name":"Do you work with Unity, Unreal or custom engines?","acceptedAnswer":{"@type":"Answer","text":"Our production work so far is in Unity, driven through MCP servers and the Unity CLI, with Blender for 3D. The pipeline pattern itself (an agent calling tools, closed-loop verification, a human approval gate) does not depend on the engine. For Unreal or a proprietary engine we start by checking what can be automated headlessly, because that decides how much of the loop an agent can close on its own."}},{"@type":"Question","name":"Will AI-generated content and assets be good enough to ship?","acceptedAnswer":{"@type":"Answer","text":"Not without checks, which is why every pipeline we build verifies its own output. Geometry and rendered-pixel checks catch broken assets, a vision model reviews against the brief, and play-mode smoke tests and integration contracts catch the bugs no screenshot shows. Designers and artists approve at the gates; the pipeline takes the first-draft work off their plate."}},{"@type":"Question","name":"How do you handle player data and security?","acceptedAnswer":{"@type":"Answer","text":"Agents get the narrowest permissions that let them do the job, secrets never enter model context, and anything irreversible needs human confirmation. Player data stays in your cloud accounts, and we can run models through AWS Bedrock or self-hosted options when data must not leave your environment. Every tool call is logged so you can audit what an agent did and why."}},{"@type":"Question","name":"Do you work with US studios?","acceptedAnswer":{"@type":"Answer","text":"Yes. Vindler has a New York presence and engineers in São Paulo, which overlaps the US working day. Most of our clients are in the US and Western Europe."}},{"@type":"Question","name":"How much does it cost?","acceptedAnswer":{"@type":"Answer","text":"The first step is fixed price: $4,500 for a one week Production Readiness Review of an existing prototype, or a smaller paid architecture sketch when you are starting from a brief. Production builds start at $25,000 and are split into milestones. Senior engineer time runs $150 to $199 per hour for ongoing work."}}]} ```