Game Dev * [ Data + AI ] = ROI
We empower your game designers with the science of Data and the (arcane) magic of AI, so your game development team can deliver greater Experiences for your fans.
No AI hype, no AI slop. Just humans-in-the-loop and measurable wins.
Consulting & Services
Insights assisted by AI
Gameplay data is a high-dimensional space, and while tried-and-true Exploratory Data Analysis can discover much, this process can be supercharged if assisted by Machine Learning techniques and supported by intelligence gathered by LLMs. Find churn drivers, retention hooks, and acquisition sources.
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Specialized GPTs and Claude Skills can empower design ideation (it's like "pair programming"). GenAI like Ludo or Rosebud can empower designers to deliver demos without expensive engineering time. Art assist tools like Stable Diffusion can boost the productivity of your assets pipelines.
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LiveOps Optimization
We model event ROI from telemetry and content design way before you push live, so your team reroutes effort and time to what your players truly want and will pay for. We combine intelligence from LLMs with Exploratory Data Analysis and Machine Learning trained on your telemetry.
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Economy Design + Tuning
We translate your game systems and resource flows into effective control models, followed by simulations with AI agents that find exploit paths and balance sinks/sources.
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Our Experience
| 20+ years in the games industry - multiple platforms, tech, engines, titles and genres. | 15+ years in LiveOps / Live Services games (GaaS) and the Free-to-Play business. | 10+ years of Statistics, Data Analysis and Data Science applied to game dev projects. | 40+ years playing games and being nerds. We're no typical corp consultant. Games are a true passion. |
Testimonials
"Tiago is the only person that I have ever met that has got experience in programming, producing, game design AND game economy design. This means that he is able to understand and analyze any situation better than your average employee with the same seniority." - Executive Producer at Tencent | "Tiago is masterful when it comes to freemium design mechanics and economics. From the first day I met Tiago I could tell that he was someone with deep knowledge of the computer games industry. I had no reservations about picking his brain on a daily basis.: - Live Content Director at Ubisoft | "TWO WORDS. HARD PROFESSIONAL! It is the kind of professional when you ask "Is it possible to do it?" He always give a BIG YES answer, and bring me a solution much better then I was expecting with my question. He is really efficient designing games to be success in both aspects (FUN and Financial)." - Director of Operations at Fortis Games |
Contact
You can send me a message using the form below or through my LinkedIn profile.
