TECHNOLOGY

Machines that answer specific questions.

A motorised bike that changes geometry without you getting off. An anchored dynamometer that measures each leg separately, in newtons. Cameras that track your knee in three dimensions. A caliper that takes skinfolds under a repeatable international protocol. Four instruments, four different questions, and none of them answers another's.

Two decades of applied cycling science.

Cycling movement and position analysis on a data interface

Applied technology

Capturing more data only matters when it improves the intervention.

An instrument that measures very well something that is not limiting you is worth nothing. Every instrument below earned its place by answering a question that kept coming up in sessions.

Capture
Movement, position and response
Integration
Physical and training data
Outcome
Reports and process monitoring

Current stack

What is in the lab today, and what each thing is for.

None of these machines makes anyone faster on its own. What they do is turn an impression into a number you can measure again in three months, which is the only way to know whether a change worked.

A. Develop performance

ONE training system

Collects your watts, your hours and your sleep to decide which session belongs in this week and which one should move.

If you ride worse one week, it says whether it was the load, the sleep or something outside the bike.

B. Optimize position

GURU Ultimate 3D

A motorised bike that moves saddle, bars and cranks millimetre by millimetre without the rider getting off.

Comparing two positions stops depending on memory: the previous one is still in your legs when the next arrives.

C. Assess capacity

Dynamometry + anthropometry

How much force each leg produces, how much range each hip has, and how far apart the two sides are, measured against a fixed anchor so the test can be repeated.

Tells you which posture your body can hold for three hours, not which one it survives for three minutes.

D. Monitor and project

Applied data science

Geometry, pedaling sensors, power, data analysis and ONE monitoring tools.

Turns complex information into process control, scenarios and verifiable actions.

Frequently asked questions

Questions about the laboratory.

What does the GURU Ultimate 3D do that a traditional fit cannot?

Change the geometry of the position while the rider keeps pedalling. In a traditional fit the session has to stop so a component can be moved or replaced; on the simulator the change happens on the move and under load, so every adjustment is judged with the body producing power rather than standing still.

What is the ONE Alpha Data Stack?

The data layer of the system: training, load, monitoring and reporting. Alpha develops and controls performance across the process; GURU observes and modifies position in real time. Two halves of the same laboratory — one over the data, one over the body.

Does the technology decide, or does the professional?

The professional decides. The systems measure, order and present; artificial intelligence is used to organise information and stays subordinate to interpretation. What a data point means and what to do about it is professional judgement, which is why it is explained case by case instead of handing over a number without a reading.

Is everything listed here in operation today?

No, and which is which is stated. The GURU simulator, dynamometry, 3D capture and anthropometry are operational and used in every session. The in-house dashboards are not: they are in development and will be announced here when they work. Presenting a line of exploration as though it already measured something would be exactly what this laboratory avoids.

Does capturing more data improve the result by itself?

No. More signals without interpretation produce noise, not judgement. A measurement is only worth taking if it changes the intervention: if measuring it does not alter what happens next, it is surplus. That is why an assessment starts from the question in the case, not from the equipment catalogue.

Method and architecture

Before the bike moves, the rider is assessed.

The dynamometer, the calliper and motion capture are not here to lengthen a list of devices. They answer a question that comes before any adjustment: which posture this body can hold for three hours, with the mobility, the strength and the side-to-side differences it has today.

See how we measure, apply and verify change.

Book an assessment to identify what your case needs and how technology can translate into performance, comfort or compatibility.