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SweatStack Profiling

Unstructured athlete profiling for cyclists and runners.

Lab-grade results from the field.

The problem

Lab testing is expensive, invasive, and doesn't scale. Structured field testing is time-consuming and disrupts carefully periodized training plans. Most profiling solutions require inserting specific testing sessions, which breaks up training flow and complicates AI-generated periodization.

The solution

  • Input: mean-max data from freeform training.
  • Method: automatically detects maximal efforts and estimates physiological metrics using metabolic modelling.
  • Output: VO2max, MLSS, FatMax, substrate utilization, training zones, and more.

mean max profiling

Why use SweatStack Profiling?

  • No lab testing required. Only needs activity data.
  • No structured testing required. Only needs freeform training data.
  • Scalable. Works for any number of athletes, with no manual labor.
  • Differentiates your product. Insights beyond FTP-based training zones.
  • Zero hardware investment. It's just software.
  • Non-disruptive. Maintains training plan integrity.
  • Multi-sport. Works with cycling and running.

Perfect for AI training apps

SweatStack Profiling integrates with AI training platforms without disrupting periodization:

  • No plan modifications needed. Insights come from existing AI-generated workouts.
  • Continuous background profiling. Profiles update as athletes complete regular training.
  • Plan-agnostic. Works with any training approach.
  • Preserves training integrity. No need to insert structured testing sessions.

Your AI continues planning optimal training. SweatStack quietly builds comprehensive athlete profiles from the workouts you're already prescribing.

substrate utilization

Integration options

  1. API. Start using immediately.
  2. SDK. Integrate tightly into your existing codebase.
  3. Custom. Tailored solutions.

Pricing starts at $0.25 per athlete per month for the first 1000 athletes.

Interested? Email me.


P.S. We're selective about partners. First movers get exclusive market segments.