Why Vor
Vor runs inside your product, invisibly
It is not a consumer app your users download separately, nor a standalone tool that sits outside your tech stack.
Vor is the engine running in the background, under your brand, adding value to your product, deepening user engagement and opening up new revenue opportunities.
Every output is traceable, consistent and safe
Vor is coded from scratch on exercise science, it is not a general model or wrapper.
That means no hallucination, no inconsistency and no black box. You always know exactly what your users are receiving and why.
It is designed for businesses
Vor is white-labelled, API-first and designed to integrate from day one. It does not sell to consumers, which means your competitive advantage stays yours.
Vor is not an LLM
The differences are significant. A general model produces a different output for the same input, cannot explain why it made the decisions it made, and has no real understanding of how muscles recover, how fatigue accumulates, or how overtraining leads to injury. It will generate a programme for almost any input, even where the safe answer is to flag a contraindication. And if something goes wrong, there is no way to audit why that programme was produced. For a business putting exercise programming in front of thousands of users, across a range of health conditions and abilities, that is not a risk worth taking.
Vor is different by design. Every output is traceable back to the exercise science it was built on. Every progression is reasoned. Every decision can be explained. No inconsistency, no hallucination, no black box.
See Vor in action
FAQs
Vor is coded from scratch on exercise science, by a team of qualified personal trainers and AI engineers. Every output is traceable back to the logic it was built on. There is no guesswork, no ambiguity, no LLM. You always know exactly how and why a programme was generated.
No. Vor is not an LLM wrapper. General-purpose AI models like ChatGPT are designed to produce plausible-sounding language, not safe or effective exercise programming. Vor has been built specifically for this purpose since 2021, and has consistently outperformed LLMs on both quality and safety.
No. Vor integrates with your existing tech stack via API — whether that's a member app, a trainer portal or a simple web application. It also programmes around your existing gym equipment and floor layout, so there's nothing new to buy.
Vor can work alongside your trainers or be offered directly to members, with whatever level of trainer oversight you choose.
Exercise programme generation that is 100 to 200 times faster than manual programming. Expert PT quality programming at scale means better engagement, better retention and better health outcomes for your users.
