# Vory One product overview

> Adaptive, coach-grade training programming delivered as an intelligence layer for fitness products and coaching teams.

## Core product

Vory One API turns athlete context + coaching logic into session decisions.

### Inputs (examples)

- Athlete profile, sport, and goals
- Equipment available
- Training phase / periodization context
- Injuries or limitations
- Performance history
- Recovery / readiness signals
- Athlete or coach feedback

### Outputs (examples)

- Adaptive program / session blocks
- Scaling options (including injury-aware variants)
- Coach briefing
- Session rationale
- Progression plan context
- Athlete personalization notes

## How it works

1. **Context** — read athlete and gym constraints
2. **Reasoning** — apply coaching logic, memory, fatigue/readiness, and scaling intelligence
3. **Decisions** — return a session ready for a coach or product UI

## Product surfaces

- Platforms: https://voryone.io/product/platforms
- Gyms & boxes: https://voryone.io/product/gyms
- Programming companies: https://voryone.io/product/programming
- Personal trainers: https://voryone.io/product/trainers
- Why Vory One: https://voryone.io/product/why

## Free tools adjacent to the product

- Timer: https://voryone.io/timer
- Nutrition plan: https://voryone.io/nutrition
- Blog: https://voryone.io/blog

## Related Markdown

- [About](https://voryone.io/about.md)
- [API](https://voryone.io/api.md)
- [FAQ](https://voryone.io/faq.md)
- [llms.txt](https://voryone.io/llms.txt)