Product

For fitness platforms

Your app owns the experience.
Vory One owns the training brain.

Plug in a sports-native programming layer that generates, adapts and explains sessions inside your product. No sending athletes to another brand or another login.

See the API

What goes in, what comes back

API

Your product sends the right context

Athlete profile

Sport, level, goals, history, injuries and preferences.

Session context

Availability, equipment, current block, session length and the focus for the day.

Adaptive logic

Readiness, feedback and product rules that shape what should happen next.

Vory One response

A session ready to show, explain and adapt.

With day intent, session structure, fatigue-aware changes, equipment limits and the level of detail your product experience needs.

One integration, many surfacesYour brand stays yoursBuilt for real coaching decisions

Not a content library

Most APIs hand you exercises.
This one makes coaching decisions.

Vory One reasons through timing, fatigue and constraints, so what your product shows makes sense in context.

01

Season structure

Macrocycles, mesocycles and deloads with an explicit target date, so blocks know where they sit in the plan.

02

Continuous adaptation

Missed sessions, soreness signals and readiness reshape what comes next, without losing the block.

  • Shoulder flagged, pressing swapped
  • RPE 9 twice, volume stepped down
  • Back on track, build resumes
03

Multi-sport by design

CrossFit, HYROX, strength and running follow different rules by default. One engine, sport-specific logic.

CrossFitHYROXWeightliftingPowerliftingRunningand more

How it works

A simple integration.
An output that feels human.

The goal is not to bolt on AI. It is to give your product actual programming judgment and a clear answer for the athlete.

01

Your team defines the experience

You decide the screens, tone, inputs and how much control should stay inside your product.

02

Vory One reasons through the session

Our engine uses methodology, periodization, fatigue, equipment and real constraints to choose the next best training decision.

03

Your app delivers it as your own

You present the workout, briefing and adaptations with your brand, without pushing users outside your ecosystem.

How teams use it

It fits where you already have product and audience.

You do not need to rebuild your app around AI. Vory One sits behind your product as the training layer.

Fitness apps

Add serious programming to your product without building a full in-house coaching staff.

Gym software

Let bookings, check-ins and programming live in the same workflow instead of separate tools.

Existing member apps

Athletes stay in your product. They never see Vory One as another brand or another login.

FAQ

Common questions

Anything else, write to hello@voryone.io.

Ready to power smarter fitness programming?

Whether you're a platform, gym network, PT or coaching brand, Vory One is the intelligence layer behind better training.

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