Social project · education · sport · physical activity

Learning movement with AI feedback

Clear feedback on movement quality in dance, exercise and sport classes.

Pilot · partners wanted

Problem

Learners and instructors lack clear, repeatable feedback on movement.

Solution

We build an educational feedback pilot for movement, not medical diagnostics.

Your role

  • Dance / sport instructor
  • Studio or school partner
  • Volunteer tester

ML models support movement learning by giving clear feedback on how correctly a move is performed during dance, exercise and general physical activity, compared with a prepared reference.

Who it is for

  • Dance and sport instructors looking for repeatable feedback
  • Physical education providers and schools with sports classes
  • Sports clubs and club instructors
  • Volunteers: motion annotation, learner testing, school coordination

First stage

  • Pilot with an education partner (NDA)
  • Scenarios: dance / steps, sports training, school physical education, club training
  • Roles: instructor-tester, motion annotator, coordinator

Budget: to be agreed with the pilot partner

Funding: Grant / donation / foundation own contribution

Foundation model

A social pilot through the foundation. We publish only the educational and social layer. Solution details are discussed individually with partners until intellectual property is secured.

How you can help

Choose how to get involved - email or (soon) online form.

Volunteering

We are looking for volunteers. Motion annotation, support for test sessions, contact with schools (18+).

Placements, theses and research

For outstanding candidates: placements in every format (on-site, remote, hybrid), research commissions, sponsorship of engineering, master's and doctoral theses, and joint research with a university.

Waitlist

Updates on the pilot and partner call.

Donate to the pilot

Support preparation of the educational pilot.

Pilot partner

Dance school / club / centre - confidential pilot under NDA.

Partners sought

Schools and motion instructors (dance, sport)

Schools and motion instructors (dance, sport)

Sports clubs and club instructors

Sports clubs and club instructors

Physical education providers

Physical education providers

Universities of physical education / related fields

Universities of physical education / related fields

Action plan

30 days

  • Publish the public card (educational layer)
  • Talks with 2-3 partners under NDA

90 days

  • Pilot protocol with one partner
  • Draft IP / confidentiality protection
  • Call for volunteer testers

We are looking for volunteers and academic partners

Across all foundation projects we seek volunteers for field work, documentation, education, logistics and participant care.

For outstanding candidates we offer placements in every format: on-site, remote and hybrid, as well as research commissions, sponsorship of engineering and master's theses, doctoral work and joint research with universities and student research groups.

Write to foundation@aimindllc.com with a short note on your interests and availability.