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AAA Studios leave nothing to chance.
They have a data team.
Now you do too.
Winzee, your game data team
A human Game Intelligence Specialist doing the work as part of your team, plus an AI analyst available 24/7. We turn your analytics data into decision-ready models tailored to your game and business goals, and give you trusted, data-backed evidence for your critical decisions. SaaS speed. In-house fit. No hiring.
Not another tool.
Not another hire.
A human specialist who knows your game, and an AI analyst that answers 24/7.
Time to value in days, not months.
Customize fast: extend base tables with game-specific stats.
Models tailored to your game that turn your open questions into evidence you can act on.
No hiring: avoid recruiting, onboarding, and management.
Keep engineers working on your game, not on analytics plumbing.
Lower cost & risk; no analytics tech debt.
Evolves with your roadmap.
From raw data to trusted evidence — fast
Live in days at SaaS speed, with models tailored to your game by a human specialist who works as part of your team
Whether you are already collecting data or starting from zero, we get your data flowing securely in days. We handle the details while your engineers focus on the game.
Connect
You own your data. Tables live directly in your database with direct SQL access—no vendor lock-in or paywalls.
Full access
Standardize
We immediately produce a core set of decision-ready tables and views (sessions, profiles, funnels, cohorts, monetization, etc.)
Your human specialist builds the game-specific models that turn your open questions into evidence you can act on. The AI analyst can draft new models too, but nothing is published until your specialist has vetted it. Light dashboards and queries your team can act on.
Customize
What becomes possible
Works seamlessly across mobile, PC, console, and VR
Once your data flows through the model, you gain clear visibility into balancing, retention, growth and monetization, and game health—so you can act faster and steer the studio with confidence.
Growth & UA
CAC vs. payback / LTV, ROAS, channel mix, A/B test readouts, funnel drop-offs.
Retention & Progression
Which channels pay back, and how fast?
Where do players drop off, and why?
Cohort retention, FTUE / first-session analysis, level gating, feature impact, churn signals.
Game Health
Which class, level or match is out of balance?
Gameplay balance, matchmaking quality, difficulty curves, progression pacing.
Monetization
Who pays, for what? What triggers the purchase? What would move the needle?
Payer conversion, ARPDAU / ARPPU drivers, pricing & offers, economy tuning.
Strategy & Ops
What should the roadmap do next, and what will it yield?
Segmentation (whales / mid-spenders / new users), roadmap prioritization, cohort-based forecasting.
Two members, one data team
Your human Game Intelligence Specialist
A human who knows the industry and gets to know your game. He joins your data meetings and your team's channels, learns how your business runs, then builds and maintains your models and stands behind every number published. A new member on your team, without hiring.
Your AI analyst, available 24/7
Ask a question about your game in plain language and get an answer from your own data, any time of day. It also drafts new models when you need them. Your human specialist vets what it builds before it is published, so what you act on is trusted.
From launch to growth
Your base layer goes live in days, giving you a solid foundation that scales with your game and roadmap.
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First custom models typically follow within the same week.
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Tables, views, and a light reporting layer your team can trust.
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Ongoing model extensions as your game evolves.
New data tables can be built by your human specialist, co-built with your team, drafted by the AI analyst and vetted before publication, or self-served from the base layer.
Testimonials
Five years in production with mobile, PC, console and VR studios.
Grew IAP revenue
« Since we started working together, we were able to execute on our strategy to grow IAP revenue thanks to the insights we surfaced. »
Kohta Wajima, Head of Product, Computer Lunch
Matchmaking issue found and fixed
« We were able to identify matchmaking parameter issues and improve the experience for all our players… They are very thorough in their approach and genuinely strive to deliver value for our specific use cases. »
Vincent Brunet-Dupont, CEO, TREBUCHET
Gameplay balanced across classes
« Winzee Analytics' expertise allowed us to implement a robust analytics system perfectly suited to our game. The daily data collected across each platform enabled us to balance gameplay between classes (knight, pirate, etc.) and better understand the differences between our new and veteran players. Always available, they continue to support us today with relevant advice and ongoing improvements. »
Anthony Cousineau, QA Manager, TREBUCHET
Live in about two weeks
« Working with Winzee has been a great experience. They seamlessly became part of our team, joining weekly data meetings and delivering models and tables tailored exactly to our game. We were live in about two weeks, and from there, new data needs were met within days. Winzee combined fast, cost-effective delivery with a deep understanding of our goals and processes. Their managed system continues to evolve with our roadmap and remains central to how we turn data into decisions. »
Andrew Garrahan, CEO, Computer Lunch
True ROAS and LTV for the first time
« Working with Winzee was a game-changer for us. Their work gave us reliable, actionable insights every day and became the foundation of our data-driven decision-making. For the first time, we could accurately see our ROAS on ad spend (something ad platforms make notoriously difficult to measure), calculate true customer LTV, and track player churn in meaningful ways. Winzee built us an elegant, low-maintenance data pipeline that transformed massives amount of raw data into refined, usable tables and reports saving us thousands of dollars per month in query costs. They integrated data from multiple sources and gave us the visibility we’d always wanted but never had before. »
Ryan Yada, Co-Founder and Co-CEO, Flowmotion Entertainment
About us
Founded by a game industry and data veteran.
Five years in production with real studios, on mobile, PC, console and VR.
Built for studio leaders who leave nothing to chance.
Ships fast & adapts to each game.
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The human Game Intelligence Specialist joins your data meetings and your team's channels to understand your game and how your business runs. Builds and maintains the models that describe your game and stands behind every number they publish, so your team and the AI analyst work from figures that can be trusted. Turns your open questions into evidence you can act on. The same role a big studio staffs in-house, without the hiring.
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No. A typical data chatbot or ChatGPT answers from whatever data it is pointed at, with no particular knowledge of it. Our AI analyst works from models refined over five years with real studios, and carries the know-how that goes with them: what each number means, what to check, what to compare, which traps to avoid. It also works the way we work. The data engineering methods Winzee built over years of experience are part of it, not just the tables. It answers like an analyst who knows the models inside out, and drafts new ones when you need them. Your human Game Intelligence Specialist vets what it builds before it is published. Human first, with AI support.
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We work with your existing analytics data—securely connected and standardized through our platform. It’s flexible by design, ready to integrate data from your current systems, and future-proof for new sources as your stack evolves.
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No. Setup is light and guided. We handle as much or as little of the work as you need—from your embedded human specialist doing all the work, to close collaboration, to complete self-service from the base layer. The AI analyst is there for your team's questions in between.
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Deeply. The base layer provides ready-made tables (sessions, profiles, funnels, cohorts, monetization, and more) that can be quickly extended with game-specific stats or new tables built for your needs.
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In days for the base layer—then we expand iteratively with custom models and tables as soon as your data starts flowing.
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CEOs, producers, and product or marketing leads—anyone making decisions about growth, monetization, retention, or roadmap priorities.
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Yes. You own your data. Every table is accessible and secured directly in a cloud database—no APIs, no paywalls, full SQL access from day one.
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Connections are fully secured, and access is restricted to authorized personnel only. We operate on enterprise-grade, professionally managed cloud infrastructure to ensure maximum reliability and protection. All data is stored and processed in compliance with industry security standards.
We strictly respect NDAs and treat all game-related and business data as confidential at every stage.
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You get the equivalent of an in-house analytics team without hiring overhead or long ramp-up times. We deploy proven models in days and keep them evolving with your game.
A monthly tier covers the platform, your human specialist's time and the AI analyst; model work beyond that is priced per request. A fraction of one hire’s cost, with no ramp-up.
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Yes. Many studios begin with a single game or a few key models, then expand once they see results.
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No. We integrate with your existing analytics setup and work within your environment—no need to replace or re-engineer your stack.
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We handle the data transformation and standardization. Even with imperfect data, the base layer ensures a consistent, reliable foundation.
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Your human specialist joins your team's own chat channels and answers there, like any colleague. The AI analyst covers data questions 24/7. No ticket queue, no generic support.
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Most studios begin making decisions from the base layer within the first week. The first custom models typically follow within days.
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We focus on the business outcomes—better balancing, retention and monetization decisions, made on evidence rather than on gut, not vanity metrics.
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We focus on game studios. If you’re a publisher/agency, contact us and we’ll advise on fit.