Building an AI-Powered Analytics Platform for Game Servers
Built from zero: a SaaS analytics platform processing 100K+ daily requests, with an AI layer that turns raw event streams into growth recommendations game server operators act on. Shipped in four months.
The Challenge
Minecraft and Hytale server owners had no way to understand their player behavior, track revenue attribution, or make data-driven decisions about their communities. Existing tools were either too generic or required technical expertise to set up. The market needed a purpose-built analytics platform that was both powerful and accessible.
The Solution
We built Analyse from scratch as a complete SaaS platform. The architecture includes real-time player tracking with sub-second data ingestion, a custom dashboard builder with drag-and-drop widgets, and event funnels that map the entire player journey. The standout feature is the AI assistant powered by Gemini, and server owners can ask natural language questions about their data to get instant, actionable answers. We also built a revenue attribution system that connects in-game purchases to marketing campaigns.
The Results
Analyse launched to strong market reception in the gaming server community. The platform handles over 100,000 requests per day in production. Server owners use the AI assistant and revenue attribution features to turn raw server data into actionable growth decisions.