Kumaragurubaran S
CTO & Immersive Technology Specialist · Yaksha Visual Technologies · 19+ years in AR/VR and industrial training technology
Built this platform in collaboration with Mirage Mechanics using FARO 3D scanning, CAD optimisation in Blender, and Unity XR development. Evaluated by Mahle, Ashok Leyland, and TVS Lucas. View LinkedIn profile →
In the field of automotive engineering and mechanics, the adoption of Virtual Reality (VR) has transformed conventional training methods. Virtual Reality or VR technology offers an immersive and engaging virtual shop floor experience, enhancing user engagement and learning.
This article will discuss how VR training is transforming how automotive workers learn assembly line processes and manufacturing procedures — part of a broader shift in immersive VR training for manufacturing that is reshaping workforce development across industrial sectors.
Virtual Reality is transforming industrial training by providing a new way to learn and develop skills.
This technology captivates learners by providing a rich, immersive experience that closely replicates real-world situations. When it comes to the automotive industry , VR has the potential to transform traditional training methods by offering an interactive and engaging way to master complex tasks like engine assembly.
Quick answers
VR places workers inside a photorealistic virtual engine bay where they practice selecting, positioning, and fastening components in the correct sequence — with immediate haptic and visual feedback on errors. The Mirage Mechanics platform covers full 4-cylinder engine disassembly and reassembly across learning, practice, and assessment modes, running on Meta Quest 2 and 3 without any additional infrastructure.
Traditional dojo training requires physical equipment, a trained instructor present for every session, and carries the risk of component damage during practice. VR eliminates all three constraints — workers repeat procedures as many times as needed with no equipment wear, no scheduling dependency, and no cost per session after initial deployment. The Yaksha platform adds an analytics layer that dojo training cannot provide: factory HR teams see individual performance data, error patterns, and completion rates on a web dashboard.
Decision makers from Mahle, Ashok Leyland, and TVS Lucas reviewed the Mirage Mechanics VR training platform developed by Yaksha Visual Technologies. Their evaluation confirmed the platform's alignment with shop floor training requirements and its potential for integration into structured induction programmes at scale.
The platform runs natively on Meta Quest 2 and Meta Quest 3 standalone headsets — no PC tether, no external sensors, and no facility WiFi dependency required during training sessions. This makes it deployable directly on the shop floor or in a dedicated training bay without IT infrastructure investment.
The automotive industry faces a persistent challenge of a significant skill gap among workers. Traditional dojo training methods used in automotive industries often fall short in equipping workers with the practical, hands-on experience needed for complex tasks like engine assembly.
Mirage Mechanics and Team Yaksha set out to address this gap by leveraging VR technology to simulate real-world shop floor conditions and tasks.
The development of the VR engine assembly platform by Yaksha & Mirage Mechanics was a result of innovation, collaboration, and a relentless pursuit of excellence. The team at Yaksha worked closely with industry experts and academic institutions to create a comprehensive VR training solution. This platform was designed not only to teach but also to allow workers to practice and be assessed on their skills in assembling a 4-cylinder engine within a virtual environment.
The VR training Application developed by Yaksha is a marvel of technology and educational design. It provides an interactive experience where learners can engage in the assembly of a 4-cylinder engine, with every nut and bolt accounted for in the virtual space. The platform encompasses various modes, including learning, practice, and assessment, catering to different stages of the learning process. Additionally, factory HR departments can access a web dashboard that provides comprehensive analytics on worker performance, enabling targeted interventions and continuous skill development.
At the heart of this innovative training solution lies an intricate blend of VR hardware and software, meticulously chosen and integrated to deliver a seamless and realistic experience. The platform’s backbone is a sophisticated web-based analytics dashboard that captures and analyzes every action taken by the workers in the virtual environment. This data provides invaluable insights into their learning progress and areas needing improvement
Beyond VR simulation, manufacturers are increasingly pairing assembly training with AR maintenance guidance on the shop floor — overlaying digital work instructions directly onto real equipment during live tasks.
To test the effectiveness of the VR training as a part of A/B Testing, We implemented it in a local workshop. Blue-collar workers, many of whom had never experienced VR before, were introduced to the platform. Their initial awe quickly turned into focused engagement as they began to navigate through the virtual engine assembly process. The feedback received was overwhelmingly positive, with many workers highlighting how closely the VR experience mirrored the actual tasks performed on the shop floor.
The advantages of VR training over traditional methods, such as the traditional dojo training, are manifold. VR provides an immersive and interactive environment where mistakes are not only allowed but also an integral part of the learning process, without the risk of real-world damage or injury. This leads to enhanced learning retention, increased confidence, and a deeper understanding of complex mechanical processes.
For a full data-backed comparison of outcomes, costs, and ROI, see VR vs traditional training methods — including PwC study benchmarks across 1,000+ learners."
The VR training App Co developed by Yaksha & Mirage Mechanics has been a game-changer for blue-collar workers. This VR App runs in both Meta Quest 2 & 3 VR headsets. It has democratized access to high-quality training, enabling workers from diverse backgrounds to acquire and refine their skills in a supportive virtual environment. The impact extends beyond skill enhancement; it fosters a sense of confidence and preparedness that is crucial for the high-stakes environment of automotive shop floors.
"Decision makers from Mahle, IACMI, and TVS Lucas reviewed the platform and recognised its potential for integration into structured shop floor induction programmes — noting the gap it addresses between classroom instruction and live equipment handling."
— Industry evaluation feedback · Mirage Mechanics VR Platform Review · 2024
The response from the automotive industry to the VR training platform has been encouraging. Decision makers from prominent companies like Mahle, Ashok Leyland, and TVS Lucas have recognized the potential of VR in bridging the skill gap. The constructive feedback received has been instrumental in refining the platform, making it more aligned with industry needs and expectations.
The journey of VR App development has not been without its challenges. From technical hurdles related to VR hardware and software to the initial resistance to adopting innovative training methods, the team has faced numerous obstacles. However, these challenges have served as valuable learning experiences, enabling the team to continuously improve and refine the platform.
Technical build methodology
Physical engine acquisition — 4-cylinder engine sourced from secondary market for disassembly documentation
FARO 3D scanning — Millimetre-accurate spatial capture of all engine components in collaboration with local 3D scanning partner
CAD optimisation in Asset Transformer Toolkit (Formerly Pixyz Plugin) & Blender — Polygon reduction and material assignment for VR performance targets
Unity XR integration — Interactive assembly logic, hand tracking, and step sequencing built for Meta Quest 2 and 3
Web analytics dashboard — Factory HR access to worker performance data, completion rates, and error pattern analysis
The inception of the VR engine assembly platform began with the ambitious step of acquiring an old 4-cylinder engine from the secondary market. To understand the intricate details of the engine, advanced technology like 3D scanning was employed. Collaboration with a local 3d scanning solution provider Faro allowed the team to capture the engine’s essence and document the complete disassembly process. This documentation served as a vital resource for the development process.
With the 3D CAD optimization complete, the team focused on integrating the engine components into Unity to create a coherent and interactive virtual environment. The scene design, led by an XR technical artist, transformed the optimized engine components into a visually appealing and engaging experience. The creative process of storyboarding guided by subject matter experts and XR interaction designers ensured that the VR experience was both technically sound and educational.
The development phase of the VR engine assembly platform coincided with the peak of the COVID-19 pandemic, prompting a strategic retreat to a remote working environment. Despite the challenges, the team’s dedication and hard work resulted in the completion of the assembly logic, implementation of different modes, code optimization, and internal testing. The support of junior team members also played a crucial role in the project’s success.
The final stages of the VR engine assembly platform development involved rigorous testing, optimisation, and preparation for launch. The dedication and hard work of the team, combined with the support of junior team members, ensured a successful outcome. The platform was finally ready to make its debut, showcasing its capabilities at various events and receiving attention and accolades from industry peers.
The successful development and launch of the VR engine assembly platform by Mirage Mechanics mark a significant milestone in the field of automotive training. By harnessing the power of Virtual Reality technology, Mirage Mechanics has provided a solution to the skill gap challenge and opened up new avenues for immersive and effective training methodologies in the automotive industry. The journey of Mirage Mechanics, characterized by innovative problem-solving, collaboration, and adaptability, sets a precedent for future endeavors in the realm of VR-based training solutions.
For a complete overview of how VR simulation, AR maintenance guidance, and 360° virtual tours work together as a manufacturing training ecosystem, see Yaksha's complete guide to immersive training for manufacturing.
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