Plemiona Stats — automation and analytics for players is an MKM Labs case study from 2023 for MKM Labs in-house project. The project covers automation and analytics in gaming & analytics. A fully automated stats system — rankings, interactive map, AI optimizer. 440+ active users, 100+ daily visits, 8,600 events/month. Below we describe the challenge, solution, scope, technology stack and deployment outcome.
Success story
We built a fully automated system that periodically pulls data from the official game API, generates rankings, an interactive world map rendered on Canvas and an AI attack optimizer (timings, distances, rotations). The user panel works on mobile and the data refreshes automatically every 5 minutes.
Business problem
Players of the Tribal Wars (Plemiona) game struggled with manual tracking of tribe and guild stats in spreadsheets, and the public game API served raw data with no visualization. Existing community tools were slow, had no mobile support and no automatic ranking refresh.
Solution
We built a fully automated system that periodically pulls data from the official game API, generates rankings, an interactive world map rendered on Canvas and an AI attack optimizer (timings, distances, rotations). The user panel works on mobile and the data refreshes automatically every 5 minutes.
Results
Scope
Stack
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