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 companion AIGIA’s golf swing–evaluation app. This builds on final 12 months’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 could be shortly tailored to interpret a totally completely different sport —one which requires exact, extremely nuanced biomechanics.
Throughout the present, a Fujitsu engineer offered perception into the know-how behind this 12 months’s demo. He defined that the system shouldn’t be supposed to perform as a whole golf simulator, however relatively to reveal how Kozuchi can perceive real-world biomechanical actions and supply performance-oriented suggestions by means of an AI agent. He described how final 12 months’s basketball demo used the identical software program basis, emphasizing that golf reinforces the platform’s capability 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 might be notoriously difficult even for skilled gamers: bunker pictures and strategy pictures. Each require managed swings, exact weight switch, and a steady physique place—excellent traits for a system designed to investigate biomechanics.
In keeping with 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. Because the platform is designed to detect refined variations in posture, rotation, timing, and steadiness, adapting it to golf required solely the combination of professional 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 functions as human-augmentation applied sciences relatively 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 in all 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 ultimate shot the place the AI in contrast each makes an attempt and visualized modifications.
Uvance companion AIGIA Integration
Uvance AIGIA refers back to the collaboration between Fujitsu Uvance and AIGIA Inc., the place AIGIA is a Uvance companion.
The 2025 golf expertise incorporates know-how from Uvance companion 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 circumstances, to offer customized, context-aware steerage by means of an AI Caddie agent.
The outcome felt extra like a refined 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 a really perfect motion mannequin for the shot. In keeping with the engineer, your complete 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 main power lies in its capability to interpret motion relatively 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 functions.
Past Golf: A Platform With Multi-Business Purposes
Though offered by means of 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 facility ergonomics, and professional sports judging, akin to gymnastics.
Fujitsu works with medical companions to determine motion patterns linked to continual ache, instability, or bodily asymmetry. In industrial environments, the know-how 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 shouldn’t be an remoted undertaking however an indication of how simply the platform can transition between use circumstances.
Fujitsu showcased a number of functions of its Human Movement Analytics know-how at CEATEC 2024.
Kozuchi’s Function in Fujitsu’s AI Roadmap
Kozuchi is Fujitsu’s cloud platform for safe, enterprise-grade AI companies. Though motion-analysis demos are essentially the most visually partaking examples showcased at CEATEC, the platform additionally contains digital twins, simulation pipelines, AI brokers, and predictive analytics. Fujitsu makes use of CEATEC to spotlight the human-centered aspect of its AI applied sciences, as a result of movement evaluation provides a concrete demonstration of how the system interprets real-world conduct.
Whereas Fujitsu didn’t make any formal comparability between the 2024 and 2025 demos, this 12 months’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 various bodily actions utilizing the identical core engine, illustrating potential pathways for functions 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.
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