Athlete State Intelligence
Know your true
training state.
The science-validated intelligence layer for your running. Ryun interprets every session — and your athlete state over time — to tell you what’s actually changing. Recovery, thresholds, durability. Starting with Garmin.
Illustrative figures — the kind of answer Ryun produces from your own connected data. Actual values depend on your devices and training history.
Garmin today — more integrations on the roadmap
Your AI-powered running partner.
Memory that compounds.
Most tools see your last run. Ryun sees your last six months — goals, patterns, injuries, race targets. Knowledge that evolves, not just stores. The longer you train, the smarter Ryun gets.
Adapts when your body says no.
Ryun reads today’s state — HRV, sleep, load — and proposes the change, never silently. It shows the why and waits for your call. You decide what happens next.
Physiology a chatbot can’t compute.
A generic AI reads your numbers. Ryun runs the science behind them — straight from your beat-to-beat data. No lab, no guessing.
Aerobic and anaerobic thresholds from heart rate variability
DFA-α1 0.75 → aerobic · 0.50 → anaerobic
A threshold isn’t a fixed number — it drifts with fitness, fatigue and heat. Read from beat-to-beat data across many sessions, so no single run defines your zones.
Full methods & citations in the Research Lab →How it works
Three steps. Then it just knows.
Connect your Garmin
Secure OAuth, one time. A chest strap or RR-capable watch unlocks the deep science. More devices coming.
Ryun runs the science
DFA-α1 thresholds, decoupling, HRV baselines — computed deterministically from your beat-to-beat data. No LLM guessing.
Ask, and it adapts
Every session interpreted, your plan flexes to your readiness — in the app, with charts. MCP optional for Claude & ChatGPT.
Works standalone — no AI subscription required. MCP is an add-on, never the point.
Intelligence, not just integration.
Other tools pipe your raw data into ChatGPT or Claude — as text — and hope the AI figures it out. Ryun runs the science itself, remembers you, and renders it in its own app. No extra AI subscription. MCP optional, never required.
Frequently asked questions
How Ryun works, what it costs, and how your data is handled.
- Chat-first analysis. Ask about your training in plain language and get answers grounded in your actual data. No dashboards to learn, no charts to decode.
- A memory layer that compounds. Ryun remembers your goals, injuries, race targets, and patterns from every conversation. Day 90 advice is fundamentally smarter than day 1.
- Plans that adapt to your real state. If your HRV drops or your resting HR spikes, Ryun proposes adjusting tomorrow’s session and asks you to confirm before anything changes. You stay in control.
- Open, peer-reviewed science. Every metric uses published formulas (Daniels, Banister, Seiler, Plews/Altini, Gronwald). Ask Ryun “why did you change my plan?” and get a real answer — never a black box.
- Pace zones — personalized easy, tempo, threshold, and race paces, recalibrated after every hard effort (Daniels VDOT, %LTHR heart rate zones).
- Fitness, fatigue, and form — how trained you are, how tired you are, and whether you’re race-ready (Banister CTL / ATL / TSB, Coggan TSS for normalized load).
- Recovery state — nightly HRV trend and how your nervous system handled today’s session (Plews/Altini lnRMSSD with rolling baseline, DFA-α1 for autonomic state).
- Polarized intensity — whether your easy runs stayed easy and your hard sessions hit their target zones (Seiler 80/20, aerobic decoupling).
- Injury risk — early warning when training load is climbing too fast (ACWR, ramp rate).
Ryun’s readiness model combines those signals to decide what kind of session you’re ready for today. All formulas are deterministic and peer-reviewed — never generated or hallucinated by an LLM. Ryun explains every result in plain language, grounded in your athlete memory and full training history.
Science Notes
Your data
Yours. Full stop.
Ryun brokers scoped, read-only access to the accounts you connect — and computes everything on your own physiology.
Get started
Amplify athlete intelligence.
Your training plan that actually responds to your body. Closed-loop coaching powered by real physiological data.
One plan. Everything on.
Early-bird price during the beta — annual plan coming soon
7-day free trial — cancel anytime.



