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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

GarminStravaSuuntoCorosPolarGarminStravaSuuntoCorosPolar

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.

ReadinessHRVSleepLoadRecovery

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.

Inside the engine[01/07]
01Thresholds

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.

01

Connect your Garmin

Secure OAuth, one time. A chest strap or RR-capable watch unlocks the deep science. More devices coming.

02

Ryun runs the science

DFA-α1 thresholds, decoupling, HRV baselines — computed deterministically from your beat-to-beat data. No LLM guessing.

03

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.

Ryun
AI bridges
Renders your data as charts
Yesown app + web
No
Own science pipeline
YesDFA-α1 · decoupling · durability
No
Works without an AI subscription
Yes
No
Longitudinal physiology memory
Yesderived, compounding
Partial
Pushes workouts to your watch
Yes
Yes
Also works over MCP
Yesoptional
Yes

Frequently asked questions

How Ryun works, what it costs, and how your data is handled.

Most apps dump metrics and leave you guessing. Ryun differs in four ways:
  • 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.

Every conversation, session, and physiological signal becomes a structured fact in your athlete memory: goals, training patterns, biomechanical flags, recovery responses, race targets. The AI references this memory in every future answer — so day 90 advice is fundamentally smarter than day 1. Unlike chat tools that forget context after each session, Ryun’s memory persists and compounds across weeks, months, and seasons.

Ryun runs every session through a science engine that turns raw device data into clear signals:
  • 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.

Ryun’s chat is a conversational interface to your training data and the science engine. It explains training load trends, interprets HRV patterns, assesses race readiness, and answers questions about your sessions — always grounded in your actual numbers and verifiable formulas. It translates complex metrics into clear guidance, but the science behind every answer is open and inspectable. For high-stakes medical decisions, always consult a sports physician.

Garmin Connect with automatic sync — your full training history imports on day one, and new sessions sync automatically. Wahoo, Suunto, and more coming soon.

Yes — Ryun works over MCP, so you can connect your Garmin running data to Claude or ChatGPT and ask questions right where you already chat. The difference to MCP-only bridges: the science lives in Ryun. DFA-α1 thresholds, recovery state, and your athlete memory are computed by Ryun’s own engine — MCP is an optional window into it, never a requirement, and you don’t need an extra AI subscription to use Ryun itself.

No — your training data, conversations, and biometric signals are never used to train, fine-tune, or improve AI models, and Garmin-provided data is contractually excluded from any model training. Ryun is operated from Germany under EU GDPR; your data is never sold, shared, or exposed to advertisers or third parties. Internal access is limited to engineering staff for narrowly-scoped debugging. AI providers are used strictly for inference, with zero-retention or no-training configurations applied where offered. See the AI Product Terms for the full per-provider breakdown and the Privacy Policy for the subprocessor list.

When you delete your account, your personal data — training history, conversations, athlete memory, biometric signals — is erased from Ryun’s active systems. AI inference logs are kept short-term for debugging and then deleted. Server logs are retained 30–90 days for security purposes. You can request export or full deletion at any time. The full retention schedule is detailed in the Privacy Policy.

All conversations and biometric data are encrypted in transit and at rest. Garmin integrations use official OAuth — Ryun never stores your device-platform credentials. Health data is processed only with your explicit consent (Art. 9(2)(a) GDPR), and you can withdraw consent at any time in Settings. Full technical details are in the Privacy Policy and AI Product Terms.

Email support@ryun.app or message us in the Ryun Discord with the conversation ID. Reports are reviewed and used to improve safety guardrails. For any urgent medical concern, please consult a sports physician — Ryun is a training-guidance tool, not a medical device, and AI outputs are advisory only.

Join the Ryun Discord — it’s the fastest channel for feedback, bug reports, and feature requests. The team reads every message and ships changes weekly during the beta. You can also email support@ryun.app for anything you’d rather keep private.

Your data

Yours. Full stop.

Ryun brokers scoped, read-only access to the accounts you connect — and computes everything on your own physiology.

Never sold. Never used for advertising.
Never used to train third-party AI models.
Deterministic pipeline — inspectable, not a black box.
Disconnect a device or delete everything, anytime.

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.

9.99/ month

Early-bird price during the beta — annual plan coming soon

Full physiology engineAdaptive plans + chartsMCP for Claude & ChatGPTCancel anytime
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7-day free trial — cancel anytime.