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 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, displaying how the identical AI engine could be rapidly tailored to interpret a very totally different sport —one which requires exact, extremely nuanced biomechanics.
In the course of the present, a Fujitsu engineer supplied perception into the expertise behind this yr’s demo. He defined that the system just isn’t meant to operate as a whole golf simulator, however reasonably to reveal 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 skill to work throughout totally different sports activities and bodily actions.
A Pure Evolution From Basketball and Yoga to Golf
The 2025 golf demo focuses on two motions which can be notoriously difficult even for knowledgeable gamers: bunker photographs and strategy photographs. Each require managed swings, exact weight switch, and a secure physique place—splendid 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 delicate variations in posture, rotation, timing, and stability, adapting it to golf required solely the combination of professional golf-specific reference information.
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 reasonably 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 flooring right into a miniature model of considered one of Japan’s most difficult greenside situations.
Guests tried a bunker shot whereas the system captured and analyzed their movement. The expertise unfolded in two levels: a follow shot, adopted by a last shot the place the AI in contrast each makes an attempt and visualized adjustments.
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 expertise 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 follow, the system integrates Kozuchi’s movement seize and biomechanical interpretation with AIGIA’s swing-pattern insights, along with information 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, displaying how sensors, spatial design, and visualization programs work collectively.
How The Expertise 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 skill to interpret motion reasonably than merely seize it. The platform pinpoints how a swing deviates from the optimum model and identifies the underlying reason for 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 introduced 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 facility ergonomics, and professional sports judging, comparable to gymnastics.
Fujitsu works with medical companions to establish motion patterns linked to continual ache, instability, or bodily asymmetry. In industrial environments, the expertise is already used to analyze repetitive lifting motions and consider long-term pressure threat. 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, drugs, and office environments. The golf demo just isn’t an remoted mission however an illustration of how simply the platform can transition between use circumstances.
Fujitsu showcased a couple of 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 companies. Though motion-analysis demos are essentially the most visually partaking examples showcased at CEATEC, the platform additionally consists of 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 presents 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 yr’s presentation suggests a shift towards consolidating totally different use circumstances beneath a single motion-analysis mannequin. The golf expertise highlights how Kozuchi can adapt to diversified 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.
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