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“Exercise physiology, encoded into every training decision.”
Most athletes work hard. They follow their plans, hit their sessions, log their kilometres. And still they plateau — not because they lack commitment, but because they are missing the layer that converts consistent training into race-day performance.
That layer is data interpretation: reading the pattern in your Garmin Training Status trend, understanding why your threshold pace improved in week 8 but your race-day pacing fell apart in km 32, knowing when to push through and when to protect.
I spent 15 years learning to read that pattern — first as an Exercise Physiology researcher, then through direct endurance coaching. SportPlan turns that experience into an autonomous engine that evaluates every athlete from actual physiological data, not generic programmes.
Available activity history, together with your athlete profile, goals, and feedback, gives SportPlan context for load, recovery, and planning. The engine uses those inputs to shape the next training decision.
Most self-coached athletes spend 60–70% of training at an intensity too hard for aerobic development and too easy for quality work. SportPlan detects that grey-zone pattern, keeps easy days genuinely easy, and protects the quality sessions that produce specific adaptation.
The athletes who improve most are not those who train hardest; they train consistently across complete builds. SportPlan manages acute:chronic load, recovery, and session changes day by day from current data. No human review or approval is required.
Connected training adds completed activity history to the picture. SportPlan combines those records with your athlete profile, goals, and feedback to inform load, recovery, and planning.
SportPlan is built for endurance athletes with a specific race goal, a consistent training history, and connected training data. Typical athletes who use the autonomous platform:
The autonomous engine reviews the available activity history, alongside your athlete profile, goals, and feedback, to establish a starting view of recent load and training patterns. It uses that context to inform planning; no fixed outcome is promised.
Training intensity is set from available activity history and your stated profile, goals, and feedback. The plan organizes easy and quality work, and can change as new activity history and feedback arrive.
Threshold and race-specific work is placed using available training history, athlete profile, goals, and feedback. Progress is reviewed against each athlete's individual baseline; improvement varies and is not guaranteed.
Before a target event, available activity history, profile, goals, and feedback inform taper and execution planning. Post-session feedback can help shape the next cycle.
41 in-depth articles on Garmin data, training methodology, race preparation, and sports science — all grounded in sports science and the autonomous training methodology.
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