For fitness platforms
Add AI programming to your app with one API
Coach-grade workout generation inside your product. Your app, your brand, our brain.
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Sports-native AI for training programming
The AI that programs training for your athletes.
A sports-native intelligence layer for fitness platforms, gyms and coaching teams. Generate, adapt and personalize training at scale.
Adapts every single dayKnows your equipmentAPI-first
Vory
AI programming co-pilot
Coach
I need next week's programming for my CrossFit box: group classes, 1 hour each, 7 days a week. Mixed levels, 14 athletes per class. Right now the gym is focused on improving ring muscle-ups.
Vory
Got it. Mon–Sun as 60-minute classes with RX / Scaled / Foundations, and ring muscle-up progressions woven through the week without burning the room out. Quick check before I write: want a dedicated skill block most days (8–12 min), or stack skill into the warm-up and keep the main piece more mixed?
Coach
Dedicated skill block most days. Keep Saturday as the longer mixed piece, and make sure every day has clear scaling for athletes still on banded or jumping progressions.
Drafting your 7-day class plan…
Add equipment limits, goals, or open gym…
One brain, every sport it has to speak
PowerliftingTriathlonRunningHybrid / functionalBodybuildingCrossFitHYROXWeightliftingPowerliftingTriathlonRunningHybrid / functionalBodybuildingCrossFitHYROXWeightlifting
Built for the teams that program training
Platforms, gyms, programming companies, and trainers — one sports-native brain.
Problem & Solution
Beyond generic apps:
a system built for sport.
Why coaching software keeps missing
01
Generic AI cannot coach
Workouts without progression, fatigue, scaling or class logistics are not coaching.
02
Sport-specific intelligence is not a simple feature
Real personalization needs coaching logic and memory, not a chatbot bolted on.
03
Training data is disconnected
History, readiness and recovery live in different tools, so decisions stay unclear.
The Solution
01
Sports-native AI brain
A dedicated programming brain with sport-specific logic, contextual memory and adaptive reasoning. Built for the language of coaching, not generic content generation.
02
Adaptive programming layer
Vory One generates, adapts and personalizes training based on athlete profile, goals, equipment, fatigue, feedback and training phase.
03
Plug in, not rebuild
Complete coach-grade output, ready to use.
How it works
A coaching brain, not a workout generator.
Vory One turns athlete context, coaching logic and feedback into coach-grade programming decisions.
Reading athlete context…
Input
01Athlete profileSport & goalsEquipmentTraining phaseInjuries / limitationsPerformance historyRecovery / readinessFeedback
Vory One Brain
Coaching logicPeriodization rulesScaling intelligenceContextual memoryFatigue & readiness reasoningFeedback loop
Output
03Adaptive programScaling optionsCoach briefingSession rationaleProgression planAthlete personalization
The difference
Programming by hand, and with a brain built for it.
Programming today
With Vory One
Hours every week writing sessions by hand
The week is generated, you review and adjust
One plan written for the average athlete
Personalized per athlete, at any scale
Monday's plan survives untouched to Sunday
Adapts daily to readiness, fatigue and feedback
Generic AI output with no coaching logic
Coach-grade sessions with scaling and rationale
History, readiness and feedback in separate tools
One athlete context the brain reasons over
Months building programming logic in-house
One API call into your own product
Core product
Vory One API
The AI brain as a service. Plug it into any platform or product.
Send the athlete's context, get back a coach-grade session with scaling options and the reasoning behind it. Your app, your brand, your members. Our brain.
API docs coming soon
POST /v1/session
You send
sport · phase · equipment
fatigue · injuries · history
Vory returns
"Athlete shows elevated fatigue. Reduce intensity by 8%. Prioritize technique."
BlocksScaling optionsCoach briefing
Inside every session
Every output carries the full coaching context.
On the floor · Not a generic workout dump: a session that knows the athletes, the room and the reason for the day.
01
Scaling options
RX, scaled and injury-safe versions of every session, built in.
02
Coach briefing
What the session is for and what to watch, written for the coach running it.
03
Contextual memory
Vory remembers what each athlete did, felt and reported.
04
Equipment awareness
Programs against what your gym actually has, down to the rig.
05
Injury adaptation
Automatic clinical-safety adjustments around reported injuries.
06
Readiness reasoning
HRV, sleep and stress signals change what tomorrow looks like.
Free tools & resources
Free for the whole community, no account needed.
Vory One Timer
The free WOD timer for your phone
AMRAP, EMOM, For Time, Tabata and intervals. Free on iOS and Android.
Get the timer
Nutrition Plan
A nutrition plan built around how you train
Answer a few questions and get a personalized plan back. Free, no account needed.
Get your plan
The Blog
Fitness, sport and life in the gym
Stories and notes on training, athletes and the culture of showing up.
Read the blogReady 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.