Collaboration Between JTC & DataMesh: Advancing Construction Efficiency with Digital Twin and Mixed Reality

In May 2023, JTC successfully introduced DataMesh Director, a digital twin platform by DataMesh, to empower frontline personnel through the integration of Building Information Modelling (BIM) data with mixed reality (MR) technology on construction sites. This project aims to enhance efficiency by improving the visualisation and understanding of complex processes.

Discover how DataMesh Director was used to elevate construction sequences in this video

Project Overview

The collaboration between DataMesh and JTC led to the implementation of DataMesh Director, enabling the rapid creation of 3D construction processes. The platform uses digital twin and MR technology to turn BIM/CIM models into practical, real-time applications on construction sites, allowing workers to better visualise their tasks, understand project requirements, and improve overall workflow.

Figure 1: Confirming the construction sequence of the reinforced inclined beam using MR technology at the Pan Island Expressway construction site

Empowering Frontline Workers with Mixed Reality

A key benefit of using MR technology on construction sites is its ability to help frontline workers visualise tasks in both virtual and physical spaces. This is especially important in Singapore, where many construction workers come from countries like Bangladesh and face language barriers. MR technology empowers these workers to:

  • Visualise Complex Processes: Workers can gain a clearer understanding of the construction sequence and their specific roles by viewing 3D models and simulations directly at the site.
  • Improve Communication: MR technology overcomes language barriers, enabling workers to follow instructions effectively and understand project requirements from management.
  • Enhance Safety: Safety guidelines are presented in real-time, ensuring workers stay in safe zones and avoid risks, such as the lifting of beams.

Through the integration of DataMesh Director and MR technology, this project has set a new standard for improving productivity, communication, and safety on construction sites.

Figure 2: DataMesh Director construction sequence

Key Benefits of Using DataMesh Director for Construction Sequences

  • Enhanced Visualisation: With 3D visualisations of construction sequences, workers can follow complex instructions more easily, improving task execution accuracy and reducing errors.
  • Improved Communication: The platform effectively bridges language gaps, enabling workers to understand instructions and safety protocols, regardless of their native language.
  • Increased Efficiency: With a clear visual representation of the construction sequence, workers can perform tasks more efficiently, reducing the time spent on interpreting complex plans and avoiding rework.
  • Enhanced Safety: Real-time safety guidelines ensure that workers stay in safe zones and avoid dangerous situations, minimising the risk of accidents.
  • Real-Time Problem Solving: The integration of IoT data allows for real-time monitoring and adjustments. If any issues arise during the construction sequence, they can be identified and addressed immediately, reducing downtime and preventing costly rework.

By providing clear, interactive, and real-time visualisation of construction sequences, DataMesh Director has proven effective in enhancing the construction process on numerous customer projects across the Asia Pacific region.

DataMesh Director Capabilities: Facilitating the Digitalisation of Construction Workflows

DataMesh Director enables users to create 3D digital twin content easily through a user-friendly drag-and-drop interface—similar to creating a PowerPoint presentation. The platform allows users to quickly leverage existing 3D assets, like CAD/BIM files, to build digital twins, improving the speed and efficiency of construction workflows. Key features include:

  • Ease of Creating Digital Twins: Quickly develop 3D digital twin content using existing assets, streamlining the content creation process.
  • IoT Data Binding: Seamlessly integrates with IoT devices for real-time data visualisation.
  • Remote Collaboration: Supports collaborative work environments, enabling multiple users to work together regardless of location.
  • Cross-Platform Content Publishing: One-click publishing makes it easy to share content across various platforms.
  • AI Support: Integrates FactVerse AI (FAI), a generative AI tool, for the effortless creation of multi-language scenarios based on enterprise digital twin data.
  • Mixed Reality Ready: Deploys to AR/MR-capable devices like iPhones, iPads, Apple Vision Pro, Meta Quest 3, and compatible Android devices with a single click.

This powerful platform enables the creation of job SOPs, support guides, 3D product manuals, and real-time equipment monitoring, significantly enhancing the efficiency and experience of frontline workers. Beyond construction, DataMesh Director is also valuable for aftersales support, marketing, exhibitions, training, and more.

Digital Twin + XR Projection Tour of “TOKYO TORCH/Torch Tower” Successfully Concluded

DataMesh Japan announces the successful implementation of an XR projection tour at the planned site of the “Torch Tower,” a structure reaching approximately 390 meters in height located in the “TOKYO TORCH” block, a project designed by Mitsubishi Jisho Design. The collaboration also involved NTT Communications, NTT QONOQ, and DataMesh.

The XR projection tour aimed at verifying the visualization effects of the planned building through the use of Digital Twin and XR technology, utilized DataMesh Director, which was sold by NTT Communications in Japan. The event, held three times with a total of 75 participants, primarily involved stakeholders from Mitsubishi Jisho Design. The tour utilized 3D design data (BIM) to project the future Torch Tower at the construction site.

Projected TOKYO TORCH Torch Tower with DataMesh Director and verified appearance. Note that this image is as of April 2023 and may undergo changes in the future.

Projected TOKYO TORCH Torch Tower with DataMesh Director and verified appearance. Note that this image is as of April 2023 and may undergo changes in the future.

Background and Effect of the Initiative – Interviews with Stakeholders

Yasuo Oishi (大石保夫) – R&D Promotion Department Manager, Mitsubishi Jisho Design (三菱地所設計/R&D推進部長):

In the R&D Promotion Department, we conduct information gathering, research, and investigations related to new technologies. During discussions with NTT Communications and QONOQ on utilizing XR technology in design tasks, we were introduced to DataMesh’s XR technology and decided to conduct a trial verification.

Traditional design work involves confirming design details using 2D perspectives or models. However, understanding spatial arrangements can be challenging for the general public. By projecting a 3D visualization of the building’s exterior into the actual space using MR technology, it becomes possible for people to see the planned building in real scale from various locations, facilitating easy confirmation of harmony with the surrounding environment.

Moreover, projecting the exterior of the Torch Tower, an ultra-high-rise building, using MR technology enhanced spatial awareness even more than conventional building sizes. Using BIM data for MR projection was anticipated to accelerate and streamline the design process, leading to increased efficiency.

Koju Matsuda (松田貢治) – TOKYO TORCH Design Room Manager, Mitsubishi Jisho Design (三菱地所設計/TOKYO TORCH設計室長):

As societal demands and the role of architects continue to evolve rapidly, there is increased involvement or leadership from clients. Hence, designers have an increased responsibility to convey and explain architecture to clients in a more understandable manner. In the case of the Torch Tower, we have been utilizing BIM to advance the design process.

BIM allows us to share visual recognition of space with clients, even if they cannot read drawings. While traditional landscape simulations involve creating CG or videos for clients to review on large monitors, XR provides a more realistic experience for both clients and designers to share the planned building.

Looking ahead, we anticipate that XR technology will enable sharing of information that was previously challenging to predict, such as the impact of high-rise buildings on wind conditions and changes in the perception of light during disasters. This communication enhancement through XR technology is expected to contribute to the evolution of both parties involved.

Kyoko Hirano (平野暁子) – R&D Promotion Department, DX Promotion Department BIM Promotion Room (concurrent), Architect, Mitsubishi Jisho Design (R&D推進部,DX推進部BIM推進室(兼務),アーキテクト):


The effectiveness of XR lies in the ability to share, in real-time, how the planned building will look once constructed, along with the ambiance of the surroundings. The projection of the Torch Tower allowed us to confirm life-sized images while experiencing the surrounding buildings, cityscape, human and vehicular movement, sunlight, and wind. This made the image of the building more “visible” than previously imagined, allowing us to feel the completed structure more realistically.

During this verification, the data volume of the BIM design data (3D data) was substantial, given the unprecedented scale of the ultra-high-rise building and the project was conducted at the stage of completed design and pre-construction. To ensure smooth projection on an iPad, significant efforts were made to reduce the data volume. Challenges included the inability to include certain obstacles like temporary fences and street trees on the demolition site in the 3D data, resulting in some lack of realism, especially around the base of the building.

Looking forward, we hope that advancements in the efficient lightweighting of data at later design stages and the incorporation of 3D data of existing objects (captured by cameras) will further increase the feeling of realism, expanding the possibilities for utilization.

XR Projection Tour Participant Survey Overview

Survey Details:
Objective: Verification of the effectiveness of visualizing planned buildings through XR utilization.
XR Projection Dates: April 12, 19, and 21, 2023.
Participants: Total 75 participants.
Survey Respondents: 57 individuals (Response rate: 76%).

Note: The original Japanese version of this article was published here.

Interested in more details? Watch the video (Japanese) below for remarks from key stakeholders.

DataMesh Transforms Maintenance Processes for Swire Coca-Cola with 100+ Accelerator

Today, two billion frontline workers globally serve as the backbone of various industries, yet they face challenges such as insufficient technical training, collaboration difficulties, and health and safety risks. In developing countries, these workers have even more limited access to modern technology, necessitating innovative solutions for enhanced efficiency and safety.

DataMesh’s mission is to support frontline workers in the current era where technology and human creativity converge, utilizing digital twins and XR technology. In line with this mission, DataMesh introduced DataMesh Director, a 3D guidance tool based on digital twins and XR technology. It enables cost-effective and rapid training on complex equipment using smartphones or MR devices and allows frontline workers to customize operation tutorials without programming or 3D modeling knowledge.

In partnership with 100+ Accelerator and DataMesh, Swire Coca-Cola initiated a digital transformation project to enhance maintenance processes within its bottling facility. By implementing DataMesh’s digital twin and mixed reality technology, local workers received immersive training, enabling them to perform complex maintenance tasks with minimal downtime. This successful collaboration not only reduces operational costs but also empowers the workforce, driving productivity and job opportunities in the region.

In process manufacturing, especially in packaging lines within the bottling facility, training and maintenance are critical yet complex. The intricate disassembly and assembly of aseptic filling valves, traditionally time-consuming to train, are streamlined by DataMesh Director. It creates 3D instructions for local workers on aseptic filling valves, combined with augmented reality (AR) technology, allowing them to intuitively grasp operational procedures through smartphones, tablets, or MR headsets. With DataMesh’s assistance, workers receive real-time feedback, significantly reducing training time, and can now assist senior engineers more efficiently during actual work.

Innovative strategies extend beyond training to daily operations and maintenance. The new training model is proven to reduce expected maintenance downtime by one-third, enabling the production line to produce millions more beverage cans annually as expected.

Inclusive growth, a core element of ESG, is demonstrated in this collaborative project. DataMesh’s solution ensures widespread technology adoption and equalized training, allowing previously marginalized frontline workers to enjoy modern training and operational experiences. These equal opportunities, driven by technology like those from DataMesh, not only promote capability building and employee professional growth but also bring fast tangible benefits to businesses. This true inclusive growth, consistent with the philosophy of ESG, has proven to be a perfect combination of technology and ESG goals, setting a role model for the industry.

DataMesh showcased the innovative achievements in process manufacturing of this collaboration at the 100+ Accelerator 2023 Demo Day by AB InBev, presenting to renowned industry leaders like AB InBev, Coca-Cola, Colgate-Palmolive, Unilever, and more.

Nikita Huang, Chief Operating Officer of DataMesh, expressed gratitude for collaboration with industry leaders and the strong support from AB InBev’s 100+ Accelerator, looking ahead into the future, stating, “This is just the beginning. DataMesh, equipped with Digital Twin and XR technologies, remains committed to offering more convenience and support to frontline workers in process manufacturing, pushing the industry forward.”

An education and training tool utilizing MR and Digital Twins to improve engineer skills to ensure expressway safety

The expressway network of Japan has been constantly expanded since the 1960s and its total road length is currently over 10,000km. On the other hand, more than half of the expressway network has been used for over 30 years and aging of structures such as road surfaces, bridges, and tunnels has emerged as a social issue. The dwindling number of expressway maintenance and management engineers in line with the decline in the productive population is also one of the significant challenges.

Given the circumstances, Nexco-East Engineering operating about 4,000km of all the expressways in Japan developed a training app for ETC equipment and tunnel emergency facilities using MR and digital twin technologies, which is implemented in its training center “Technical Training Center (TTC)” located in Takasaki, Gunma. The app serves as an efficient education and training tool to equip every engineer with necessary knowledge and skills to develop quality engineers.

Initiated MR tool development toward improvement and standardization of trainees’ levels of understanding

Since about 10 years ago, the NEXCO EAST group has projected the aging of expressways and maintenance and management labor shortage and promoted the Smart Maintenance Highway (SMH) project to match the existing expressway maintenance and management technologies that the group has acquired with ICT technologies. Through the project, operational DX has been advanced with proactive application of digital capacities to the field operations, e.g. conversion of paper-based drawing preparation into tablet-based tasks and analysis and utilization of accumulated data with Microsoft PowerBI. Assigned with the project, Mr. Tetsuo Hideshima, the Managing Director and General Planning Manager of Nexco-East Engineering said with regard to the project policies,

“We at Nexco-East Engineering ensure that drivers can safely use expressways by providing inspections and troubleshooting all day, all year. For continuous maintenance and management of expressways, it is critical to conduct thorough inspections and diagnoses without overlooking any tiny changes in facilities and structures. To that end, streamlining and labor saving based on ICTs are imperative.”

The company also opened TTC in 2012 as a training facility to enhance performance of expressway inspection engineers. For practical training, TTC offers a training environment equipped with real power receiving and distribution equipment, ETC (automatic toll payment system) equipment, and component samples that are exactly the same as those used on expressways.


With regard to the roles of TTC, Mr. Masayuki Namiki, the General Manager of TTC said, “At TTC, over 1,000 of our engineers participate in training programs every year. They go through training to enhance skills based on the internal skill check system to become experts of expressway inspection and maintenance, called ‘highway doctors.'”

Meanwhile, highway structures and facilities have become more and more complex along with the technological advancement and, despite the hands-on learning with such training materials, levels of understanding of the mechanisms and internal structures varied among trainees. This hindered standardization of trainees’ technical levels, constituting an issue for TTC.

The issue was particularly conspicuous in education on ETC equipment. “ETC equipment is composed of multiple devices and how ETC equipment operates was explained with extensive materials such as paper-based radio communication and control signal flow charts, PowerPoint slides, and chalk talks of instructors and then tested with actual ETC devices,” said Mr. Yoshitaka Nakamura, the Manager, Facilities Construction Work Division, Facilities Construction Work Department of Nexco-East Engineering.

“However, it requires considerable time to gain understanding of associations among the training materials. Also, radio communication and control signal flows are impossible to see, so we had to rely on trainees’ imaginations. This resulted in gaps in understanding.”

In response, the company focused attention on the MR (mixed reality) and digital twin technologies. Then a project to develop an “MR for ETC equipment training” was launched out of an idea of combining a 3D model of ETC equipment as well as infrared sensors, radio communication, and data communication routes (which are invisible in reality) with the ETC practice lanes to foster better intuitive understanding.

Endeavor to develop training materials that are easy-to-use for every trainee with no example available as a model

It was DataMesh that contracted with Nexco-East Engineering for its extensive achievements and experiences in the field of digital twins and XR. Mr. Kensho Kashimada, the Director, Marketing and Sales of DataMesh Japan Co., Ltd. looked back, “At that time, there had been no similar attempts at least in Japan. The point was how we could build up MR materials that are easy-to-understand for every trainee while there was no correct answer about what the outcome should be like.”

The first step they took to that end was employment the agile development approach based on a quick PDCA cycles, rather than waterfall-model development that relies on detailed specifications from the beginning. “We carefully proceeded with the development through repeated hearing sessions with the project leading department and TTC instructors who would actually use the tool in practice,” said Mr. Kashimada.
They also received the same courses that TTC actually provides to trainees to gain knowledge of ETC equipment mechanisms and applied it to the system.

“By receiving lectures with oral explanations and 2D materials, we witnessed how difficult it is to understand the ETC mechanisms firsthand. We could also appreciate the potential value of the tool we were trying to create. So I think it was a very valuable process,” said Mr. Kashimada.

Thus, after the development period of about six months, accurate 3D models of ETC devices were made and the MR for ETC equipment training using 3D animation superimposed on ETC equipment that is visible via a tablet device or Microsoft MR device “HoloLens 2” was completed.

“Normally, accuracy of SLAM (Simultaneous Localization and Mapping) in positioning of MR superimposition depends on hardware performance. However, for this MR for ETC equipment training, SLAM features of DataMesh’s proprietary digital twin platform (FactVerse) were used to make SLAM accuracy levels of multiple devices uniform,” explained Mr. Kashimada. Ingenuities are made to realize superimposition of massive 3D data without dependence on device performance by using a technology to load necessary portions of data only.


Mr. Kashimada said those features provides trainees immersive experiences in the MR world without stressful events such as misalignment or freezing of 3D animation.

Mr. Namiki said, “It was really a tremendous work to explain invisible things verbally. But now data and radio waves are visible and this increased the level of understanding dramatically.”


Once getting used to the operational feeling of HoloLens 2, trainees can adjust the position just by reading a QR code on the display without taking any complex procedure. It was reported that instructors could acquire basic operation methods only through a one-day lecture provided by DataMesh.

The MR for ETC equipment training, which is well recognized by field operators, too, has been further improved based on feedback from instructors. Currently, additional features such as repeated playback of individual work steps and animation speed adjustment for in-depth explanation make the tool even more effective.

MR for tunnel emergency facilities training making full use of HoloLens 2 characteristics

Out of its confidence in the success of MR for ETC equipment training, Nexco-East Engineering promptly commenced next training MR development, which is the “MR for tunnel emergency facilities training.”

“The internal structure of automatic water sprinkler system for tunnel emergencies cannot be seen from the outside, so we superimposed a CG simulation of the internal water flow and developed training materials for visualizing internals and operating status,” said Mr. Nakamura.

Mr. Namiki said, “In the past, we presented pipe samples from real equipment and illustrations to teach their structures and operations, but we couldn’t actually let water through them to demonstrate the mechanism. Also, explanations somewhat varied among instructors. As with ETC equipment, the gap in levels of understanding among trainees was recognized as an issue.”

As a measure to resolve the issue, DataMesh reproduced the equipment movements from an onset of vehicle fire to watering and visualized the internal structures based on its know-how acquired through development of the MR for ETC equipment training.
Furthermore, a feature to adjust transparency of 3D animation of water flowing inside the pipe was added give trainees freedom to observe how water flows and stops inside. Implementation of realistic 3D effects of fire also give realistic experiences to enhance understanding.

Finally, quality of this MR for tunnel emergency facilities training is surprisingly high and precise even to experienced engineers including Mr. Hideshima. “From water flow and the valve opening mechanism to things going on behind pipes are all comprehensible at a glance. I sensed the poser of MR anew,” said Mr. Hideshima.

As the MR for tunnel emergency facilities training is equipped with the “pseudo reproduction feature” to learn points to check in the event of any malfunction and restoration methods, the MR system has a possibility to be applied to a future remote maintenance system.


Plus, linking tablets and other devices has enabled remote training, creating an environment where a greater number of trainees can take part.

Above all, the MR for tunnel emergency facilities training fully taps HoloLens 2 potential compared with the MR for ETC equipment training.
In fact, for training using the MR for ETC equipment training with outdoor ETC equipment, tablets are mainly used as output devices because visibility of HoloLens 2 can be deteriorated depending on sunlight intensity. On the other hand, tunnel emergency facilities are indoor equipment and not subject to sunlight. This is where HoloLens 2 comes in.

Mr. Namiki said, “While a tablet needs to be held with both hands, HoloLens 2 is a head-mounted display, which sets both hands free. So trainees can touch devices while going through MR training. It also allows individual trainees to rewind, pause, and adjust the transparency level, giving an advantage in tailoring training sessions to individual levels of understanding.”

Toward even more effective ICTs through professional collaborations

After realizing the quality training tools by using the digital twin and MR technologies, Nexco-East Engineering has a plan to further promote use of ICTs to address the issues of facilities aging and labor shortage, which are expected to be further accelerated.

Exploring possibilities of ICT usages in various scenes, Mr. Nakamura said, “We have an ambition to expand our use of ICTs beyond TTC hands-on training to online training, OJT training, establishment of hands-on safety education system to improve field safety management skills, and remote maintenance, etc.”

With a view to establishment of a system for effective use of ICTs, Mr. Namiki struggling in the field of training said, “In recent years, equipment and facilities have become more and more sophisticated and suffered less failures. It may appear to be a good thing, but on the other side of the coin, most engineers in the future could be inexperienced in failure responses. We would like to establish a system to support engineers with the power of ICTs rather than relying on experienced engineers when the time comes.”

On the other hand, Mr. Hideshima is hopeful about professional partnerships. He said, “Although we have excellent expertise in expressway technologies, we admit we cannot fully catch up with ever-improving ICT seeds and technological innovations. In that regard, we are really hopeful about continuation of partnerships with ICT professionals such as DataMesh and Microsoft Japan.”

Based on ideal partnerships in which expressway professionals and ICT professionals work together to resolve issues and mutually give valuable input to technologies and knowledge, Nexco-East Engineering will continue maintaining and advancing safety on expressways, one of the essentials of our modern lives.

“From water flow and the valve opening mechanism to things going on behind pipes are all comprehensible at a glance. I sensed the poser of MR anew,”

— Mr. Tetsuo Hideshima, Managing Director and Chief of Planning Headquarters, Nexco-East Engineering

“While a tablet needs to be held with both hands, HoloLens 2 is a head-mounted display, which sets both hands free. So trainees can touch devices while going through MR training. It also allows individual trainees to rewind, pause, and adjust the transparency level, giving an advantage in tailoring training sessions to individual levels of understanding,”

— Mr. Masayuki Namiki, General Manager, Technical Training Center Manager, Nexco-East Engineering

“We have an ambition to expand our use of ICTs beyond TTC hands-on training to online training, OJT training, establishment of hands-on safety education system to improve field safety management skills, and remote maintenance, etc.”

— Mr. Yoshitaka Nakamura, Manager, Facilities Construction Work Division, Facilities, Construction Work Department, Nexco-East Engineering

“At that time, there had been no similar attempts at least in Japan. The point was how we could build up MR materials that are easy-to-understand for every trainee while there was no correct answer about what the outcome should be like.”

— Mr. Kensho Kashimada, Director, Marketing and Sales, DataMesh Japan Co., Ltd.

This customer story was originally published by Microsoft here.