How Our AI Deck Pipeline Works
Our proprietary AI system processes millions of matches daily to deliver the most accurate deck recommendations. From data ingestion to coach-ready output, every step is optimized for competitive players who demand precision and speed.
Data Ingestion Layer
We aggregate ranked ladder, tournament, and scrim datasets across all regions. Noise is removed with proprietary heuristics and opponent strength normalization. Our meta analysis tools track real-time trends across all supported games.
Archetype Modeling Engine
Clustering models detect emerging deck shells. Neural rankers score balance, matchup spread, and pilot difficulty to surface best-fit recommendations. Explore beatdown and siege archetypes.
Coach-Ready Output
Builders deliver plain-English summaries, key coaching tips, and deck codes ready for import into your favorite game client. Check out our strategy guides and video tutorials.