AI Sport Lab · roadmap

From idea to reality

Concept · proposalproposal

How the concepts become a product: five phases, each with what gets built and what must hold true to move on. A proposal, with no dates or budget.

Phases

  1. 0
    Concepttoday

    Ideas, sources and a website prototype.

    • ▸These pages
    • ▸Community tour
    • ▸Presentation
    to move on
    Interest confirmed by interviews with fitters, shops and coaches.
  2. 1
    Prototype

    One working station in the lab.

    • ▸Trainer or treadmill + cameras
    • ▸Edge node
    • ▸Garmin import (FIT)
    to move on
    Repeatable metrics against a lab reference.
  3. 2
    B2B pilot

    The station in a partner’s real work.

    • ▸1–2 partner shops or studios
    • ▸Report for the professional
    • ▸Minimal athlete app
    to move on
    Partners use the report daily and pay a licence.
  4. 3
    Community

    Athletes train and share together.

    • ▸Community and club website
    • ▸Group sessions
    • ▸Garmin Connect, Strava upload
    to move on
    Athletes coming back every week.
  5. 4
    Network

    More stations, more sports.

    • ▸Network of stations
    • ▸Motorised gym machines
    • ▸Open data format
    to move on
    Each station pays for itself.

What gets built, phase by phase

1. Prototype2. B2B pilot3. Community4. Network
Station: cameras + edge
Force-plate treadmill·
IMU kit·
Garmin import
Reports·
Community website··
Group sessions··
Coach dashboard·
Gym machine··
prototypeproduct

Infrastructure

STATIONCLOUDWHO LOOKS🔒 encrypted video → serverencrypted video or keypointsCamerasSensors: IMU,force plates,encoderGarmin (FIT /Connect)Server AI: video → metricsAPIProfiles andhistoryReportsGroup sessionsCoach / physioAthlete appCommunity webStrava: upload only

The product website

The pages of the community site, grouped by who uses them. Click a page to see it in the tour.

What is needed

Hardware
  • Cameras and edge node
  • Force-plate treadmill (shop version)
  • IMU kit
Software
  • Web and mobile app
  • Report service
  • Real-time group sessions
Integrations
  • Garmin: FIT files and Activity API (developer program)
  • Strava: upload only
  • FTMS trainers
Rules
  • GDPR: explicit consent, video encrypted and deleted after processing
  • EN ISO 20957 for machines
  • No medical claim without validation