AI that recognises the machine and coaches the member: what it means for equipment buyers
An AI agent that recognises the machine a member is standing in front of, configures it to their profile and then coaches the set is no longer a roadmap slide. At the CHINAFIT Beijing Sports & Fitness Convention in July 2026, the connected-fitness operator Keep demonstrated exactly that loop, built on a proprietary architecture the company says draws on ten years of sport science data, more than 200 specialised fitness skills and a parameter database covering more than 2,000 distinct fitness machines. For anyone buying commercial equipment now, the practical consequence is simple: the software layer has become a purchasing criterion, and closed hardware bought today risks being obsolete before it is depreciated.
What was actually announced
| Element | Figure announced by Keep |
|---|---|
| Sport science data behind the system | 10 years |
| Specialised fitness and athletic skills | More than 200, with automated calls and nested workflows |
| Machines referenced in the parameter database | More than 2,000 |
| Operating loop | Recognition, configuration, coaching |
| Stated roadmap | Extension from domestic use to commercial gym scenarios |
The loop breaks down into three steps. Recognition: the system identifies the equipment in front of the user, whatever the manufacturer, using its machine parameter database. Configuration: it sets the machine or the session according to the user’s profile, level and objectives, without manual input. Coaching: it runs the session as a coach would, with cues, adjustments and progression.
Keep was not alone. At the same event, SHUA Fitness — listed in Shanghai and the first Chinese brand to obtain the German IGR ergonomics certification — presented an AI gym ecosystem combining intelligent systems, commercial hardware and scenario-based solutions. The common thread is a manufacturer pivot from selling equipment to supplying equipment plus a digital service layer.
Why manufacturers are moving now
Three structural pressures on club operators explain the direction of travel, and they are the same in Europe as in Asia:
- Service homogenisation. When every club within 3 km has the same machines and a similar class timetable, price becomes the only differentiator, which is a losing position.
- Rising operating costs. Energy, rent and staffing have all moved, and headcount is the easiest line to cut and the most damaging to member experience.
- Retention erosion. Acquisition cost per member keeps rising while average tenure falls. Retention, not acquisition, is where club economics are decided.
An AI software layer addresses all three at once: differentiated experience, better utilisation of the existing machine fleet, and personalisation that keeps members returning. That is why it will not stay in one market.
What this changes for equipment buyers
1. The machine fleet is now a platform, not a set of objects
A treadmill or a selectorised machine is a data touchpoint in an ecosystem. Buying closed or non-upgradeable equipment today means accepting the risk that the fleet becomes obsolete before the end of its depreciation period — typically seven to ten years for commercial cardio. Ask two questions of every machine on a quotation: can it broadcast usage data, and can its firmware or apps be updated remotely?
2. Open standards protect you from the wrong bet
Nobody knows which AI platform will win. What is knowable is which connectivity approach keeps your options open. FTMS (the Bluetooth Fitness Machine Service profile) is the open standard that lets machines talk to third-party applications regardless of brand. A fleet built on FTMS can be re-pointed at a different software platform without replacing hardware; a fleet locked into a proprietary stack cannot.
3. Usage data becomes a retention asset
If the system recognises the machine and personalises the session, every visit builds a history that ties the member to the club. That history is only an asset if you can export it. Before signing, establish who owns the usage data, in what format it can be exported, and what happens to it if you change software supplier.
The procurement checklist
| Criterion | What to require in writing | Why it matters |
|---|---|---|
| Connectivity standard | FTMS, plus Bluetooth heart-rate profile and NFC | Portability between software platforms |
| Third-party app compatibility | Named apps: Zwift, Kinomap, Strava, Google Fit, Apple Health | Members use their own apps; blocking them costs sessions |
| Fleet management | Remote app installation and update, grouped by machine type, with usage and error logging | Cuts engineer visits and improves availability |
| Data export | Format, frequency, ownership clause | Prevents lock-in and protects the retention asset |
| Console lifecycle | Support period and upgrade path, in years | Consoles age faster than mechanics |
| Mechanical rating | EN ISO 20957-1:2024 class S declaration | Software cannot compensate for an under-rated frame |
What a connected fleet costs today
| Equipment | Connectivity | Price excluding VAT |
|---|---|---|
| Wireless console for indoor bikes | Bluetooth to Zwift, Bkool, Kinomap and the manufacturer app | 209.00 EUR |
| Commercial treadmill, 23.8" touchscreen | Google-certified OS, FTMS, NFC, streaming apps | 9,120.00 EUR |
| Two-station cable machine, repetition counter | On-board counting | 4,950.00 EUR |
| Two-station cable machine, 10" touchscreen | Guided programmes and tracking | 9,448.40 EUR |
| Ten-station cable machine, 10" touchscreen | Guided programmes and tracking | 40,507.60 EUR |
The pattern is consistent: a touchscreen roughly doubles the cost per station over a counter-equipped equivalent. That premium is justified where an operator actively programmes and monitors content, and hard to justify in an unstaffed residential or hotel gym where nobody administers it.
A staged approach that does not bet the budget
- Year one: specify FTMS on everything you buy, whatever the console. It costs nothing extra and preserves every option.
- Year one: put touchscreens only where they are watched — the cardio front line and one or two strength stations — rather than across the whole floor.
- Year two: deploy fleet management software and start logging usage per machine. You will discover which equipment is actually used and which is decorative.
- Year three: use that usage data to drive the next refurbishment. This is a better basis for capital allocation than any brand preference.
Frequently asked questions
What did Keep announce at CHINAFIT 2026?
Keep demonstrated a proprietary AI agent that recognises the fitness machine in front of a user, configures it to their profile and coaches the session. The company states it draws on ten years of sport science data, more than 200 specialised fitness skills with automated workflows, and a parameter database covering more than 2,000 machines, with a roadmap extending from domestic to commercial gym use.
Does AI coaching replace personal trainers?
Not on current evidence. What it changes is the unsupervised majority of gym time: the member who trains alone at 07:00 now gets machine setup and set-by-set guidance that previously required a coach. Trainers move up the value chain towards assessment, programming and the sessions members pay for individually.
How do I future-proof a gym fleet?
Specify FTMS connectivity on every machine, require a written data export and ownership clause, ask for the console support period in years, insist on remote fleet management, and confirm the EN ISO 20957-1:2024 class S declaration on the mechanics. Open standards, not any particular platform, are what protects the investment.
Is a touchscreen console worth the extra cost?
It roughly doubles the cost per station. It pays back where staff programme content, track member progression and use the screen for retention. In an unstaffed residential or hotel gym, a repetition counter and open Bluetooth connectivity deliver most of the practical benefit at a fraction of the cost.
Will this technology reach European clubs?
The direction is already visible in European and American connected-fitness ranges, and embedded intelligence is becoming a B2B purchasing criterion alongside biomechanics and frame durability. The sensible response is not to wait for a winner but to buy hardware that can be connected to whichever platform prevails.
Equipping or refurbishing a facility? Light In Fitness has supported more than 500 sites across Europe since 2013 — clubs, functional training boxes, hotels, care settings and public authorities — in choosing professional cardio and strength equipment, including connected ranges. Send us your floor plan and we will return a costed layout with connectivity specifications and prices excluding VAT within 24 working hours. See also our comparisons of commercial treadmills and cable machine architectures.
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