Athlete Performance Analytics by Biological Category
C5/10March 26, 2026
WhatA data platform that aggregates and analyzes competitive athletic performance across biological categories, giving federations evidence-based tools to set fair eligibility thresholds.
SignalCommenters on both sides express frustration at the lack of actual data — people asking whether trans athletes truly outperform, others citing anecdotes — revealing a real gap in rigorous, accessible performance analytics that could inform policy rather than culture war arguments.
Why NowThe IOC ruling will force every sports federation to define and justify their own eligibility criteria, creating urgent demand for defensible data rather than political arguments.
MarketSports federations, legal teams defending eligibility policies, academic researchers; competitors like Catapult and STATS focus on in-game performance, not eligibility classification analytics.
MoatProprietary longitudinal dataset comparing performance across categories becomes more valuable over time and is expensive to replicate.
Olympic Committee bars transgender athletes from women’s eventsView discussion ↗ · Article ↗ · 320 pts · March 26, 2026
Prediction Market Insider Trading Detection EngineC7/10An analytics platform that detects suspicious betting patterns on prediction markets by correlating bet timing, size, and outcome with real-world events and decision-maker access to flag potential insider manipulation.
Catastrophic Event Hedging Marketplace for SMBsC6/10A structured financial product that lets small businesses and individuals hedge against specific catastrophic scenarios (war disruption, supply chain collapse, political instability) without engaging in raw prediction market speculation.
Gambling Addiction Prevention Infrastructure LayerC7/10An API and SDK that prediction markets, sports betting apps, and financial trading platforms integrate to detect problem gambling behavior in real-time and intervene before harm escalates.
Evidence-Based Color Systems for Digital WorkspacesP5/10A SaaS tool that applies functional color theory research to generate scientifically-optimized color palettes for software interfaces, control rooms, and digital workspaces to reduce eye fatigue and improve operator performance.
Color-Coded Wiring and Maintenance Visualization PlatformC6/10A software platform that auto-generates color-coded interactive wiring diagrams and maintenance schematics for complex machinery, replacing monochrome paper manuals with AR/tablet overlays that let technicians follow systems by color.