Teams Automating Sports Analytics
5 AI use cases teams are deploying now: game simulations, player development, fan engagement, real-time strategy, and predictive injury prevention.
Ideas, builds and field notes
Product builds, technical guides, sports AI research, and dated company updates.
RAG in sports: build and operate tradeoffs
How retrieval design, source contracts, identity, freshness, and evaluation shape a sports RAG system.
Fantasy Sports AI: Draft Automation
Fantasy platforms lose engagement between games. AI draft assistants, injury managers, and trade evaluators solve it—keeping users engaged all season.
10 Ways AI Transforms Fan Engagement
A historical overview of sports fan-experience ideas, with current availability and evidence boundaries made explicit.
AI workflows for sportsbook content and context
Three informational product jobs for sportsbooks, with source, compliance, and evaluation boundaries made explicit.
Machina and HYPE Sports Innovation
A 2024 archive entry recording Machina's participation in the HYPE Sports Innovation ecosystem.