At CEATEC 2025, Fujitsu expanded its ongoing exploration of what it formally calls its “AI applied sciences for human augmentation” with a brand new Golf Movement Evaluation Expertise, powered by the Kozuchi AI platform and developed in collaboration with Uvance associate AIGIA’s golf swing–evaluation app. This builds on final yr’s showcase, the place the corporate demonstrated how Kozuchi’s superior skeleton recognition may analyze basketball shooting mechanics, yoga postures, and lifting actions in industrial settings. The 2025 exhibit continues that development, exhibiting how the identical AI engine may be shortly tailored to interpret a very completely different sport —one which requires exact, extremely nuanced biomechanics.
Throughout the present, a Fujitsu engineer supplied perception into the expertise behind this yr’s demo. He defined that the system isn’t supposed to perform as an entire golf simulator, however moderately to exhibit how Kozuchi can perceive real-world biomechanical actions and supply performance-oriented suggestions via an AI agent. He described how final yr’s basketball demo used the identical software program basis, emphasizing that golf reinforces the platform’s potential to work throughout completely different sports activities and bodily actions.
A Pure Evolution From Basketball and Yoga to Golf
The 2025 golf demo focuses on two motions which are notoriously difficult even for skilled gamers: bunker photographs and strategy photographs. Each require managed swings, exact weight switch, and a secure physique place—ideally suited traits for a system designed to research biomechanics.
In response to Fujitsu, the importance of the demo is that no new motion-analysis engine needed to be constructed. The golf expertise runs on the identical Kozuchi core used for basketball and yoga. For the reason that platform is designed to detect delicate variations in posture, rotation, timing, and steadiness, adapting it to golf required solely the mixing of knowledgeable golf-specific reference knowledge.
Kozuchi is designed to be sport-agnostic, able to deciphering a variety of actions so long as they contain measurable physique motion. For Fujitsu, this versatility helps its technique to place these AI-driven purposes as human-augmentation applied sciences moderately than standalone sports activities instruments.
Contained in the CEATEC Golf Sales space: A Actual-World Problem, Reconstructed
To make the expertise significant, Fujitsu recreated the notorious bunker on the 18th gap of the Tokyo Seven Hundred Membership’s West Course, identified for its steep 1.6-meter rise and notoriously troublesome escape angle. Reproduced at life-size scale, the bunker turned the sales space ground right into a miniature model of one among Japan’s most difficult greenside eventualities.
Guests tried a bunker shot whereas the system captured and analyzed their movement. The expertise unfolded in two levels: a observe shot, adopted by a remaining shot the place the AI in contrast each makes an attempt and visualized adjustments.
Uvance associate AIGIA Integration
Uvance AIGIA refers back to the collaboration between Fujitsu Uvance and AIGIA Inc., the place AIGIA is a Uvance associate.
The 2025 golf expertise incorporates expertise from Uvance associate AIGIA, integrating AIGIA’s specialised golf-swing evaluation app with Kozuchi’s superior skeleton recognition AI. This “powered by Uvance” collaboration brings collectively Fujitsu’s broad human-motion analytics (HMA) with AIGIA’s domain-specific golf experience.
In observe, the system integrates Kozuchi’s movement seize and biomechanical interpretation with AIGIA’s swing-pattern insights, along with knowledge on the bunker and inexperienced situations, to offer customized, context-aware steering via an AI Caddie agent.
The consequence felt extra like a subtle coaching system than a sales space attraction. Fujitsu additionally published a 3D reconstruction of the bunker setup on Sketchfab, exhibiting how sensors, spatial design, and visualization techniques work collectively.
How The Know-how Breaks Down a Golf Swing
Within the demo, the software program tracks posture, joint alignment, upper-body rotation, and weight distribution, then compares these elements with an excellent motion mannequin for the shot. In response to the engineer, your entire course of operates as a single steady workflow that features full-body skeletal monitoring, biomechanical interpretation, expert-model comparability, and avatar-based visualization, all processed in actual time.
Kozuchi’s major power lies in its potential to interpret motion moderately than merely seize it. The platform pinpoints how a swing deviates from the optimum model and identifies the underlying reason behind these deviations. This interpretative functionality is central to its usefulness in coaching, rehabilitation, and office purposes.
Past Golf: A Platform With Multi-Trade Purposes
Though offered via golf, Fujitsu stresses that the underlying platform is not restricted to sports activities. The identical engine is used for digital well being, post-injury rehabilitation, manufacturing unit ergonomics, and professional sports judging, corresponding to gymnastics.
Fujitsu works with medical companions to determine motion patterns linked to persistent ache, instability, or bodily asymmetry. In industrial environments, the expertise is already used to analyze repetitive lifting motions and consider long-term pressure danger. In each circumstances, the platform makes use of the identical skeletal-tracking and motion-analysis spine because the golf demo.
Fujitsu goals to construct a single adaptable AI framework able to deciphering motion throughout sports activities, medication, and office environments. The golf demo isn’t an remoted venture however an illustration of how simply the platform can transition between use circumstances.
Fujitsu showcased just a few purposes of its Human Movement Analytics expertise at CEATEC 2024.
Kozuchi’s Function in Fujitsu’s AI Roadmap
Kozuchi is Fujitsu’s cloud platform for safe, enterprise-grade AI providers. Though motion-analysis demos are essentially the most visually participating examples showcased at CEATEC, the platform additionally contains digital twins, simulation pipelines, AI brokers, and predictive analytics. Fujitsu makes use of CEATEC to focus on the human-centered facet of its AI applied sciences, as a result of movement evaluation affords a concrete demonstration of how the system interprets real-world habits.
Whereas Fujitsu didn’t make any formal comparability between the 2024 and 2025 demos, this yr’s presentation suggests a shift towards consolidating completely different use circumstances beneath a single motion-analysis mannequin. The golf expertise highlights how Kozuchi can adapt to different bodily actions utilizing the identical core engine, illustrating potential pathways for purposes in sports activities coaching, digital well being, rehabilitation, and office security.
Filed in . Learn extra about Agentic Ai, AI (Artificial Intelligence), CEATEC, CEATEC 2025, Computer Vision, Fujitsu, Golf and Japan.
Trending Merchandise
SAMSUNG FT45 Sequence 24-Inch FHD 1...
ASUS RT-AX1800S Dual Band WiFi 6 Ex...
