As individuals, we capture a huge array of data across training and health metrics. For most, that's where the system stops. I turn that data into a simple, practical picture of what your body is ready to do.
Course intelligence, made useful.
Data to Dirt is the system I built to turn route profiles, terrain, and individual performance data into an actionable and realistic strategy for race day.
A plan you can trust under pressure.
Step 1: Telemetry and Profile Extraction. We process race day GPX files to extract high resolution course data, breaking it down into thousands of micro-sectors with distance, elevation, and gradient.
Step 2: Physics and Terrain Modeling. Using custom Python scripts, we model the metabolic cost across different gradients, and terrain penalties for surfaces like mud, scree, or technical singletrack.
Step 3: Physiological Integration. We map the high resolution course profile against your TrainingPeaks data, aligning effort targets with your specific performance metrics.
Step 4: Sector-by-Sector Execution Sheet. You receive an actionable race day strategy broken down by sector, complete with target intensities, estimated split times, and hourly carb, fluid, and electrolyte targets.
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