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.

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.

Integration options¶
- API. Start using immediately.
- SDK. Integrate tightly into your existing codebase.
- 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.