Ryun is a device-agnostic AI platform that fuses performance data with validated sports science
Turning fragmented signals into actionable intelligence.
The Intelligence Chain
From raw performance signals to actionable training intelligence. Five steps. One unified system.
INGEST
Device Agnostic Data Collection
Connect your wearable. Real-time sync via webhooks. One unified data layer. Compatible with Suunto, Polar, Apple Health, and more coming soon.
PROCESS
Validated Sports Science
VDOT calculations. TSS normalization. CTL/ATL modeling. Recovery scoring. Every algorithm traceable to peer-reviewed research.
ANALYZE
Pattern Recognition
HRV trends. Sleep quality correlation. Training load periodization. Identify what works. Eliminate what doesn't.
PLAN
Adaptive Training Plans
AI-generated periodization. Every workout calibrated to current fitness. Plans that evolve with you.
EXECUTE
Actionable Intelligence
Daily recommendations. Race predictions. Recovery windows. The right workout at the right time.
Grounded in Research.
Not Marketing.
Every algorithm is traceable to peer-reviewed literature. Daniels, Coggan, Banister, Seiler. The LLM is a interface—not the intelligence. The science is the intelligence.
Daniels' Running Formula
VDOT equivalence tables calibrate your training paces to your current fitness level. Every interval, every threshold run, precisely tuned.
Banister Impulse-Response
The mathematical model behind CTL, ATL, and TSB. Fitness and fatigue as exponentially weighted moving averages.
Coggan Power Metrics
TSS quantifies training load across modalities. Heart rate, pace, power—normalized to a common language.
Sample metrics. Dynamically generated using your real training data once connected.
Be First to Experience
Intelligent Endurance
Limited early-access for the first 200 founding athletes who want to shape the future of endurance training.
Beta signup opening soon.