About Movision Labs

Biomechanics learning should start with movement people can actually see.

Movision Labs is a free browser workspace built to help students, educators, and researchers move from ordinary video to fitted skeletal visualization, model-derived signals, and exportable analysis without starting in a motion-capture lab.

Movision Labs editorial image representing biomechanics teaching and movement analysis

We built Movision Labs around a simple idea: visible movement should connect directly to interpretable evidence. Too many biomechanics tools start with data formats, hardware requirements, or specialist workflow assumptions. Movision Labs starts with a clip, a question, and a signal the user can inspect with context.

Cole Hagen headshot
Founder

Connect with the founder.

Movision Labs was founded by Cole Hagen. Connect with him on LinkedIn.

Cole Hagen on LinkedIn

What the product does today

The current app lets users upload movement video, process markerless pose and fitted skeletal data, inspect movement signals, review model-derived outputs, and export images, plots, videos, and signal data for follow-up work.

Who it is built for

Students use it to connect movement to evidence, educators use it to demonstrate and structure labs, and researchers use it to move from video to exportable signals in a lightweight browser workflow.

How we talk about the science

We keep claims grounded. When a quantity is estimated or model-derived, we say so clearly. The product is positioned for education and research workflows, not diagnostic use or inflated certainty.

Why the browser matters

A browser-first tool lowers the barrier to entry. It makes it easier to use the same workflow in class, in a student project, in a lab meeting, or while teaching signal interpretation from a shared screen.

How Movision Labs is designed to be used

The strongest use cases are the ones where visual movement still stays in the loop. Users load a clip, confirm that the model fit is sensible, choose the relevant signal, interpret that signal in the context of the visible action, and then export what they need for class, reporting, or deeper analysis.

Our standard: if a signal cannot be explained in relation to the movement on screen, it is probably not ready to carry the whole conclusion by itself.

Product principles

Clarity first

The interface should help people understand movement, not bury them in controls or billing language.

Grounded claims

We describe model-derived outputs carefully and avoid pretending that estimation is the same thing as direct measurement.

Exportable work

Students, educators, and researchers should be able to leave the app with images, videos, and data they can actually use next.

Open the workspace and explore movement directly.

Movision Labs is designed to make movement analysis easier to access, easier to teach, and easier to interpret with context.

Open app