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- From Pixels to Prowess: Bridging the Trade Skills Gap
Gamified Training Experiences by D2Bridge VITE The modern industrial landscape is undergoing a quiet revolution, fueled by an undeniable truth: a significant portion of the workforce is aging out, leaving a widening gap in skilled technical trades. Simultaneously, a new generation—Gen Z—is entering the job market, characterized by their digital fluency and innate understanding of interactive experiences. The challenge lies in connecting these two realities. The solution? Gamified, interactive digital training. For a generation raised on high-definition graphics, immersive storylines, and instant feedback loops, traditional training methods aren't just slow—they are often fundamentally incompatible with how they process information. This disconnect contributes significantly to the persistent workforce shortage across various trades, from manufacturing and assembly to maintenance and equipment operation. How Serious is the Trade Workforce Shortage? The skills gap is no longer a theoretical threat; it is a trillion-dollar economic anchor. Unfilled Jobs: Research by Deloitte and The Manufacturing Institute projects 2.1 million unfilled technical roles by 2030. Economic Impact: This labor shortage could cost the U.S. economy nearly $1 trillion in lost GDP. Industry Demand: Robotics maintenance, precision manufacturing, and electrical engineering are seeing the highest vacancy rates. Why Traditional Training Methods Fail Gen Z The "mentor-apprentice" model, while historically significant, often creates a cultural "friction point" for Gen Z learners. Passive vs. Active Learning: Traditional classrooms rely on passive observation. Gen Z processes information through active iteration—the "learning by doing" found in gaming. The Cost of Failure: In a physical factory, a mistake is a $50,000 liability. Digital training provides a "reset button," encouraging the experimentation necessary for deep learning. Delayed vs. Instant Feedback: Gen Z is neuro-chemically wired for instant validation. Waiting weeks for project feedback feels stagnant compared to digital "Skill Badges" and real-time performance tracking. Digitalization: The "Native Language" of Modern Trades By moving training onto interactive digital platforms, industries speak the native language of the new workforce. Feature Traditional Training Gamified Digital Training Feedback Loop Delayed (Days/Weeks) Instant (Seconds) Risk Level High (Physical Hazard) Zero (Safe Sandbox) Info Structure Linear (Manuals) Non-Linear (Searchable) Engagement Passive Observation Active Problem-Solving In Their Own Words: What Gen Z Expects from Technical Careers To bridge the gap, industry must listen to the demographic they are trying to recruit. Here is what Gen Z workers and industry leaders have to say about the transition into technical fields: "I spent years playing strategy and simulation games where I had to manage complex systems. When I saw the digital training interface at the factory, I realized it was the same logic. It didn’t feel like 'work'; it felt like a higher-stakes version of what I already loved doing." — Leo M., 21, Junior Mechatronics Technician "If my training feels like a 1990s textbook, I assume the company’s tech is just as outdated. Gamified training shows me the company is actually living in the 21st century." — Jordan K., 23, CNC Operator "Every teenager has access to the most advanced technology right in their pockets, with interactive experiences ranging from games to social media. Traditional passive training methods not only fail to resonate with Gen Z, but they actually push them away from the trades and significantly reduce retention chances." — Konstantin Ziman, Managing Director at D2Bridge VITE Data Benchmarks for Digital Training ROI Below are current industry benchmarks for digital training adoption: 30% Increase in skill acquisition speed via interactive modules (Source: InnovateTech Solutions). 40% Increase in new-hire readiness compared to traditional classroom settings. 20% Higher Scores on practical assessments when using interactive simulations (Journal of Computer Assisted Learning). $1.4 Trillion estimated boost to global GDP by 2030 driven by AI and digital training (Source: PwC). Conclusion: The Future is Interactive The factory floor of tomorrow will be managed by individuals who first mastered their craft through digital interfaces. By embracing the gamified, interactive nature of Gen Z’s cognitive style across all sectors—from manufacturing and assembly to maintenance and equipment operation—the trades can finally close the gap between the "pixels" of youth and the "prowess" of a master technician. Learn more at: https://www.d2bridge.com/virtual-technical-training Book a Demo
- Why Digital Twin–Based Simulations Are Replacing Traditional Training in High-Risk Industrial Operations
Abstract: The industrial sector is currently navigating a dual crisis: a catastrophic loss of institutional knowledge due to the "Silver Tsunami" and a qualitative decline in workforce readiness. Traditional training methodologies—characterized by linear, 2D static content and passive classroom observation—are proving insufficient for the rapid upskilling required in modern technical trades. This article examines the efficacy of device-agnostic 3D interactive training as a data-driven solution to bridge the competency gap, specifically focusing on its impact on knowledge retention, workforce attraction, and financial ROI. The Demographic Reckoning and the Knowledge Gap The "Silver Tsunami" represents a crisis of "tribal knowledge" evaporation. Jim Piper, President of Matot, underscores the severity: "We have several employees on our shop floor that have been with us for over 40 years... they're the backbone of our manufacturing facility—but we recognize that we're going to need to replace them soon." ( Source: Marketplace ) Quantitative analysis by McKinsey indicates an imbalance of 20 job openings for every one net new employee entering the trades ( Source: McKinsey ). This scarcity necessitates a "force multiplier" in training efficiency—a transition from time-based apprenticeship to competency-based digital simulation. Quantitative Efficacy and Cognitive Retention Traditional technical training relies heavily on passive observation, which suffers from a steep "forgetting curve." Research indicates that "learning by doing" through 3D simulation yields retention rates of 75–90% , compared to just 5–20% for passive methods like lectures ( Source: SimTutor ). The Training Accelerator Konstantin Ziman , Managing Director at D2Bridge-VITE , posits that this technology fundamentally alters the training timeline: "Digital-Twin Interactive Training serves as an on-the-job training accelerator, to simulate high-stake real-world procedures without consequences." This "consequence-free" environment allows for the repetition necessary to achieve the 70% improvement in procedure accuracy often seen in simulation-based cohorts ( Source: PwC ). Application Opportunities Across the Learning Lifecycle The versatility of device-agnostic 3D environments allows for seamless integration into diverse educational and professional frameworks. Apprenticeships & Trade Schools: Schools are utilizing 3D simulations as a "pre-shop" requirement. Students must prove competency in a digital environment before touching expensive physical materials, reducing consumable waste by up to 70% ( Source: TechEd Magazine ). Commercial Onboarding & Academies: Simulation-based learning can reduce employee onboarding time by an average of 4.3 months ( Source: Interplay Learning ). Next-Gen Attraction: Ziman emphasizes the cultural alignment: "Gamified training experiences offer Gen-Z a soft transition into trades through experiential learning and interaction." This is critical as enrollment in vocational-focused community colleges surged by 16% in 2023 ( Source: Loxo ). Financial Impact Analysis For a mid-sized workforce, the transition from instructor-led training (ILT) to a Digital-Twin based training model represents a fundamental shift from variable costs to fixed digital assets. Cost Driver Traditional On-Site (ILT) Digital-Twin Training Direct Instructor/Facility Fees ~$150,000 $0 (Self-paced delivery) Travel & Logistics (Avg. $400/head) $200,000 $0 (Any-device access) Lost Opportunity Cost (Productivity) ~$240,000 (16 hrs/employee) ~$60,000 (4 hrs/employee) Development & Content Creation $15,000 (Static manuals) $85,000 (3D asset build) Scaling/Refresher Cost $1,250 per new hire ~$10 per new hire (LMS seat) Total 2-Year Investment $605,000 $145,000 Conclusion: From Tsunami to Transformation The "Silver Tsunami" is not an avoidable event, but its impact is manageable. By moving away from "analog" education and toward immersive, device-agnostic simulations, the industry is doing more than just training—it’s preserving a legacy. As the labor market continues to tighten, the firms that survive will be those that realize the smartphone in a technician's pocket is the most powerful tool for upskilling a new generation of experts before the masters leave for good.
- PNAA ADVANCE 2026
We will showcase our Virtual Interactive Training Experience in the Exhibit Hall. Stop by to see how we are helping manufacturers: ✅ Prevent assembly errors ✅ Optimize trainer-to-trainee ratios ✅ Deliver hands-on experience ✅ Accelerate time-to-proficiency 🤝 Meet the Team: Our Managing Director, Konstantin ZIMAN, will be at the booth to discuss how AI and interactive training experiences can reinforce your Quality Management System and scale your production. The Importance of Human-Centered Design In today's high-stakes industries, the focus on human-centered design is more critical than ever. We believe that creating intuitive and efficient designs leads to better outcomes for everyone involved. By prioritizing the user experience, we can enhance safety and productivity in sectors like aerospace and transportation. Why Choose Virtual Interactive Training? Virtual Interactive Training is revolutionizing how we approach training in manufacturing. This innovative method offers numerous advantages: Enhanced Engagement : Trainees are more engaged when using interactive tools. This leads to better retention of information and skills. Flexibility : Virtual training can be accessed anytime, anywhere. This flexibility allows for training to fit into busy schedules. Cost-Effective : By reducing the need for physical resources, virtual training can save companies money while still delivering high-quality education. Our Commitment to Experience-Driven Design At D2Bridge, we are committed to experience-driven design. This approach ensures that every aspect of our training solutions is tailored to meet the needs of users. We focus on creating environments that are not only functional but also enjoyable to navigate. Join Us at the Exhibit Hall We invite you to join us at the Lynnwood Event Center from February 9 to 11, 2026. Our team is excited to share our insights and innovations with you. We are dedicated to helping you create intuitive, safe, and efficient designs that enhance your operations. 📍 Location : Lynnwood Event Center 🗓️ Date : February 9 - 11, 2026 🎟 Register here : https://lnkd.in/gs8FTJGR The Future of Training in High-Stakes Industries As we look to the future, we see a landscape where training is more integrated with technology. The use of AI and virtual reality will continue to grow, providing even more opportunities for immersive learning experiences. By embracing these advancements, we can ensure that our workforce is not only skilled but also adaptable to the ever-changing demands of high-stakes industries. Conclusion In conclusion, we are excited about the potential of our Virtual Interactive Training Experience. We believe that by focusing on human-centered design and experience-driven solutions, we can help transform training in aerospace, manufacturing, construction, and transportation. Join us at the Exhibit Hall to learn more about how we can partner with you in creating a safer, more efficient future. Together, we can make a difference in the way we train and prepare our workforce for the challenges ahead.
- Digital Twin-Based Training: A Game Changer for Manufacturers
1. Why Are We Still Training on Manuals When We Have Virtual Machines? Most training programs today still rely on static manuals, videos, and on-the-floor shadowing. But digital twin-based training flips that model: Workers learn on a virtual copy of real equipment . They perform tasks step-by-step in a safe, guided 3D environment. They make mistakes with zero consequence . They build competency before ever touching the real machine. Think about the difference between reading about a CNC alarm code versus actually triggering the alarm in a digital twin and practicing the response. Which one creates a more confident technician? 2. Safety: What If Workers Could Practice Dangerous Tasks Without Risk? Many high-risk procedures can’t realistically be practiced live: Lockout/tagout Machine setup Tooling changes Electrical isolation Working around robotics Yet these are exactly the tasks that cause injuries when done incorrectly. Digital twins allow workers to simulate these procedures with real physics, real consequences, and real decision-making—minus the risk. It’s the closest thing to hands-on training without stepping onto the floor. 3. Quality & Consistency: Can a Digital Twin Standardize Training Better Than People Can? Human-led training varies. Different trainers offer different explanations and emphasize different points. Digital twins don’t vary. Everyone, from every shift, receives: The same sequence of tasks. The same visuals. The same feedback. The same assessments. Training becomes repeatable , trackable, and scalable. When quality depends on process consistency, digital twins become a huge competitive advantage. 4. Recruiting: Digital Twins Make Manufacturing Look Like the High-Tech Industry It Really Is Younger workers expect modern tools. They want interactive, digital learning—not binders and tribal knowledge. When manufacturers show recruits their digital twin-based training: It changes the perception of the job. It signals investment in employees. It attracts candidates from outside manufacturing. It helps career-switchers learn faster. Several plants have even used digital twins to hire people with zero manufacturing background and get them productive in weeks. 5. Knowledge Capture: What If You Could Preserve the Expertise of Retiring Workers? This might be one of the biggest advantages. When veterans retire, they take 20–30 years of logic, intuition, and experience with them. Digital twins let companies capture: Their steps. Their decision paths. Their troubleshooting logic. The “why” behind each action. These can be built directly into the virtual environment, preserving expertise for the next generation. 6. Overcoming Hesitations: Addressing Common Concerns Most manufacturers agree digital twins are valuable. However, hesitation usually falls into three categories: Cost : Often far lower than most assume. Time : Many digital twin training modules can be built in weeks. Change resistance : “We’ve always trained this way.” Yet, companies that have already made the shift are seeing: Faster onboarding. Fewer errors. Safer operations. More prepared recruits. More resilient teams. So the real conversation isn’t about the technology. It’s about readiness for a new model of workforce development. 7. The Future of Training: Embracing Digital Twins Digital twins could become the backbone of modern manufacturing training. The question is not if the industry will adopt them—but when . As we move forward, embracing digital twin-based training will not only enhance safety and efficiency but also foster a culture of continuous learning and adaptation. We are excited about the possibilities this technology brings. Together, we can champion experience-driven design and create a future where every worker is equipped with the skills they need to thrive. In conclusion, the shift to digital twin-based training is not just a trend; it is a necessary evolution in how we prepare our workforce for the complexities of modern manufacturing. By investing in this technology, we position ourselves as leaders in high-stakes industries, ensuring that our teams are not only competent but also confident in their abilities. Let’s take this journey together and redefine what training means in our industry.
- Teaming for Innovative Transportation and Public Space Solutions in Sound Transit MATOC
D2Bridge, a dynamic transportation and industrial design firm, is actively seeking teaming partners among prime contractors for Sound Transit's Multiple Award Task Order Contracting (MATOC) opportunities. We bring a unique blend of research-driven design expertise and a deep understanding of user needs to create innovative and inclusive solutions for transportation, infrastructure, and public spaces. Our Collaborative Approach: D2Bridge is eager to team with architectural, engineering, and construction firms to deliver comprehensive design solutions that enhance the user experience and contribute to thriving communities. We are particularly interested in projects that align with the following Scope of Work (SOW) focus areas: Research and Differentiation: We believe that truly effective design begins with a deep understanding of the user. Our research-driven approach includes: Conducting accessibility audits and usability testing to ensure inclusivity. Employing interviews, ethnographic studies, and scenario planning to align designs with user needs. Gathering insights from younger demographics through focus groups, social listening, and trend analysis. Applying behavioral mapping, user journeys, and pilot interventions to optimize transport systems. Implementing pilots, A/B testing, and longitudinal studies to validate and refine design concepts. Public Transportation: We are passionate about creating exceptional experiences for public transit users across various modes of transportation, including: Buses, Trains, Ferries, Airplanes, and other mass transit systems. Vehicle Concept and Design: Developing conceptual designs for new public transit vehicles, prioritizing functionality, safety, and aesthetics. Interior Design: Designing seating, lighting, displays, and storage solutions that enhance passenger comfort and usability. User Interface and Accessibility Solutions: Implementing intuitive signage, accessibility features, and ticketing systems for diverse user groups. Sustainability Integration: Incorporating eco-friendly materials and energy-efficient designs. Infrastructure: We contribute to the development of welcoming and efficient public infrastructure, including: Transport Stations, Airport Terminals, Vertiports, Marinas, and other public infrastructure projects. Space Planning and Layout Design: Optimizing layouts for ease of movement, safety, and efficient passenger flow. Interior Design and Furnishings: Designing durable and comfortable furnishings, signage, and wayfinding systems. Environmental Integration: Ensuring designs are sensitive to local heritage and environmental conditions. Branding and Experience Design: Creating cohesive visual and experiential branding. Public Spaces: We enhance public spaces with functional and engaging elements: Outdoor Furniture, Custom Commercial Furniture, Interactive Installations, Creative Construction Fencing, and other public-oriented projects. Public Furniture Design: Developing functional, vandal-resistant, and aesthetically pleasing outdoor seating, lighting, and waste solutions. Interactive Installations and Signage: Designing engaging installations that inform, entertain, or guide the public. Construction Fencing and Barriers: Designing custom fencing solutions for construction sites and temporary barriers. Team up with D2Bridge: D2Bridge is committed to delivering innovative and user-centered design solutions. We are confident that our expertise and collaborative approach will be a valuable asset to prime contractors pursuing Sound Transit MATOC projects. We invite you to contact us to explore potential teaming opportunities and discuss how we can work together to create exceptional transportation and public space experiences.
- WBE Certification
🎉 Exciting News! 🎉 We’re thrilled to share that D2Bridge has officially received the Women’s Business Enterprise (WBE) Certification from the Washington State Office of Minority and Women’s Business Enterprises (OMWBE)! This certification opens the door to new opportunities to collaborate on state-funded projects with agencies, local governments, and beyond. With a human-centered approach, we’re dedicated to redefining the future of transportation through thoughtful and innovative design. #WBE #OMWBE #Aviation #Maritime #Groundransportation #Research #Differentiation #Industrialdesign #Visualcommunication
- D2Bridge at Pacific Marine EXPO Booth #1444
Join Us at PME24 Let's Collaborate to Shape the Future of Maritime Visit us at Booth # 1444 to discover how D2Bridge can elevate your marine projects. Together, we can create innovative solutions that drive efficiency, sustainability, and passenger satisfaction. Let's work together to shape a brighter future for maritime transportation and industry.
- D2Bridge joins the Bothell Kenmore Chamber of Commerce!
At D2Bridge, we believe in the power of collaboration and innovation. Joining the chamber allows us to tap into a network of potential clients, partners, and vendors within its diverse community. We can't wait to participate in events, share our expertise, and learn from others. Let's make the Bothell-Kenmore area an innovation and creativity hub! #collaboration #designthinking #chamberofcommerce #d2bridge #innovation #creativity #design #bothell #kenmore
- We're honored to welcome Blake Emery, President of Emery Associates, as a consultant at D2Bridge Design Agency.
Blake was director of differentiation strategy at @Boeing, with patents for interior and exterior design, and he was a key influence in the 787 Dreamliner, Boeing Sky Interior cabins and many other programs. Blake is an expert in cultural and empirical research, as well as behavioral, organizational and consumer psychology. Blake’s blend of design vision and research expertise will unlock potential for groundbreaking solutions that will set our design services apart.
- D2Bridge and Almadesign Joining Forces for Creative Excellence!
We are thrilled to announce a strategic partnership between Almadesign (Europe) and D2Bridge (USA). Together, we are set to shape the future transportation solutions (Air, Sea and Ground), create unforgettable experiences and iconic products! We bring together our shared vision of providing exceptional design services and pushing the boundaries of creativity. By combining our strengths, expertise, and resources, we are poised to revolutionize the design landscape and offer unparalleled value to our clients. “This partnership marks the initial step in positioning our agency in the U.S. design services market, by offering highly competitive and business-critical design solutions for our clients.” @Konstantin Ziman Managing & Design Director at D2Bridge “Almadesign's collaboration with D2Bridge comes as a result of several years of partnership with Designer Konstantin Ziman. It is also an excellent opportunity to share our 26 years of design experience in new markets and challenges." @Rui Marcelino CEO Almadesign What does this mean for you? Enhanced Design Capabilities: Our partnership unlocks a whole new level of design excellence, enabling us to tackle even the most complex and ambitious projects with precision and innovation. Cross-Pollination of Ideas: By joining forces, we create a vibrant ecosystem for collaboration, fostering a constant exchange of ideas, insights, and inspiration between our teams. Expanded Service Offerings: Together, we can now provide an extensive range of design services, including transportation design, industrial design, visual design, and more. Access to Top Talent: Our combined talent pool represents some of the brightest minds and most skilled designers in the industry. We couldn't be more excited about this partnership and the immense possibilities it holds for our clients. We believe that by blending our strengths and working together, we can reshape industries, elevate brands, and create transformative design experiences that leave a lasting impact. Stay tuned for more updates as we embark on this exciting journey together. Reach out to us today to explore how our strategic partnership can drive your projects and products to new heights. #StrategicPartnership #DesignExcellence #Collaboration #Innovation #DesignConsultancy #DesignStudio #futuremobility #transportation #d2bridge #almadesign
- Transforming the Skies: Aviation Design News and Insights
@Boeing with @NASA and the X-66A experimental aircraft are forming a powerful coalition to advance sustainable aviation. The coalition includes @Alaska Airlines, @American Airlines, @Delta Air Lines, @Southwest Airlines and @United Airlines. Read more @FAA RELEASES ADVANCED AIR MOBILITY PLAN. The plan specifies that in the scope of this near-term, five-year plan, AAM is limited to passenger-carrying or cargo operations with a pilot on board. Document link @TEXTRON AVIATION ENHANCES PASSENGER COMFORT WITH COOLVIEW WINDOWS IN BEECHCRAFT KING AIR TURBOPROPS. “At Textron Aviation, we’re committed to incorporating the latest technology and customer feedback into our aircraft to deliver the best customer experience for owners, pilots and passengers,” said @Lannie O’Bannion, senior vice president, Sales & Flight Operation @GE Aerospace Debuts New Design for Its Hybrid Electric Aircraft Testbed. “GE Aerospace envisions a more electric future of flight,” says @Arjan Hegeman, general manager of advanced technology for GE Aerospace. Read more @Hartzell Propeller opens online flight gear store. According to company president @JJ Frigge, many customers have asked about the availability of Hartzell-branded apparel, “so we listened.” Store link @Ampaire has acquired @Talyn Air, a start-up developing electric vertical take-off and landing (eVTOL) technologies inspired by two-stage rockets. “Adding Talyn to Ampaire’s already strong technical foundation in hybrid-electric propulsion will… allow the company to accelerate our reach into the valuable drone and eVTOL sectors for both commercial and defence applications,” says @Kevin Noertker, chief executive of Ampaire. Stay updated and inspired with the latest trends and innovations in Transportation. #D2Bridge - We come along with customers to shape up their business. #trends #innovation #design #transportation #aviation
- Latest American Transportation Design Highlights and Trends- July 2023
@Blue Bird Unveils Next-Gen Vision Electric School Bus - Increased range: Up to 130 miles per charge. More seating capacity: 77 seats, compared to 72 before. Faster charging: Fully charged in just 3 hours. Lighter weight: Shed approximately 1,000 pounds. Enhanced heating system for colder climates. “With our next-generation Vision electric school bus, we continue to take clean student transportation to the next performance level and provide superior, zero-emission buses to school districts across North America”, says @Britton Smith, president of Blue Bird Corporation. @IC Bus Launches the Next Generation CE Series. The IC Bus® CE Series school bus elevates the brands' reputation for reliability, durability and serviceability, while delivering product and service design innovations. The increased 83-passenger capacity school bus is available in both diesel (Cummins B6.7) and zero-emissions electric powertrain options. "Our dedicated zero-emissions team supports customers with deployment management and e-mobility ecosystem consultation," said @Trish Reed, vice president, Zero Emissions. @Alef Aeronautics' Flying Car Design Awarded FAA Special Airworthiness Approval. The Alef Model A is a two-seat, electric vertical takeoff and landing (eVTOL) vehicle that can also be driven on the ground. The vehicle has a top speed of 180 mph and a range of 150 miles. “We’re excited to receive this certification from the FAA,” said CEO @Jim Dukhovny. “It allows us to move closer to bringing people an environmentally friendly and faster commute, saving individuals and companies hours each week.” @Textron Aviation introduces all-new interiors for its iconic Cessna single-engine high-wing piston lineup. Coming in 2024, customers will enjoy a range of new high tech standard features and sleek interior design options including modern and comfortable seating, updated instrument panels and new exterior paint styles. “For decades, pilots have chosen the Cessna piston lineup for its durability, comfort and performance,” said @Christi Tannahill, senior vice president, Customer Experience. https://media.txtav.com/228190-textron-aviation-introduces-all-new-interiors-for-its-iconic-cessna-single-engine-high-wing-piston-lineup @CCS College for Creative Studies Transportation Design Students Envision the Future of Farming with @John Deere Sponsored Project. The students have been developing concepts for new agricultural machines that are more sustainable, efficient, and intelligent. The project is being led by Professor Chad Reichert, who is a transportation design professor at CCS. They have developed a number of different concepts, including self-driving tractors, drones, and robotic harvesters. https://www.collegeforcreativestudies.edu/ccss-transportation-design-students-envision-the-future-of-farming-with-john-deere-sponsored-project/ @Doroni Aerospace Makes History with First Manned Personal eVTOL Test Flight in the United States. “This is just the beginning for us, and I cannot contain my anticipation to deliver these incredible vehicles to the world.” said @Doron Merdinger, CEO and Founder. They expect the H1 to deliver a range of about 60 miles (~100 km) per charge, cruising at 100 mph (160 km/h), with the ability to hit top speeds close to 140 mph (225 km/h). Stay updated and inspired with the latest trends and innovations in Transportation. #D2Bridge - We come along with customers to shape up their business.












