Semantic Layers for Fan Engagement
How identity, permissions, freshness, and shared terminology turn disconnected sports and fan data into usable context.
Ideas, builds and field notes
Product builds, technical guides, sports AI research, and dated company updates.
AI Sports Simulations Explained
How simulation systems use data and models, where research ends, and what evidence a deployed sports product should provide.
Machina joins NVIDIA Inception
A 2024 archive entry recording Machina's participation in NVIDIA Inception.
Personalized AI for sports fan engagement
How to use consented preferences, current context, and channel rules to create more relevant fan experiences.
Machina and Sportradar's Futures Hub Accelerator
A 2024 archive entry recording Machina's participation in Sportradar's Futures Hub Accelerator.
Machina and Antler
A 2024 archive entry recording Machina's relationship with Antler.