# Supercharge Product Development With AI and Accelerated Computing Radically improve design, simulation, collaboration, and time to market. [Watch Now](https://resources.nvidia.com/en-us-mfg-briefcase/rtx-extreme?lx=q8vaLh) ## Accelerate Your Product Design, Simulation, and Visualization Workflows To create the next generation of products—which are increasingly more complex, customized, and connected—designers, engineers, and scientists are looking for ways to accelerate concept development, perform realistic simulations, and improve productivity across global teams. With NVIDIA AI and accelerated computing powering breakthroughs in design, visualization, real-time simulation, extended reality (XR), industrial metaverse, and digital twins, these innovators are transforming their workflows to optimize design, improve quality and efficiency, and accelerate time to market. #### Siemens and NVIDIA Expand Partnership to Build the Industrial AI Operating System Together, the companies aim to develop industrial and physical AI solutions that will bring AI-driven innovation to every industry and industrial workflow, as well as accelerate each others’ operations. [Read Press Release](https://nvidianews.nvidia.com/news/siemens-and-nvidia-expand-partnership-industrial-ai-operating-system) #### SK Group Builds NVIDIA AI Factory to Drive Korea’s Manufacturing and Digital Transformation SK Group is building an AI factory to advance semiconductor research, development and production, as well as cloud infrastructure to support digital twin and AI agent development. [Read the Press Release](https://nvidianews.nvidia.com/news/sk-group-ai-factory) ## Use Cases ## Transform Your Product Development Process With AI and Accelerated Computing ## Use Cases ## Transform Your Product Development Process With AI and Accelerated Computing #### Product Design Rapidly Iterate, Evaluate, and Optimize for Better Products. [NVIDIA RTX™ visualization technology](https://www.nvidia.com/en-us/design-visualization.md) enables designers to work with large, complex models and provides incredible speed for evaluating design variations with photorealistic accuracy. During concept development, teams of designers and engineers can bring their product designs to life with real-time interactivity. And decisions about critical factors that affect user experience, performance, and appearance can be made faster than ever—ensuring the best concepts become reality. [Learn More](https://resources.nvidia.com/en-us-workstation/proviz-print-solidworks-solutions) Dassault Systèmes Solidworks #### Rendering and Visualization Experience GPU-Accelerated, Ray-Traced Rendering in Real Time Photorealistic renders using physically based materials and lighting help designers, engineers, and decision-makers better visualize 3D digital models and the impact of design decisions. Interactively viewing photorealistic ray-traced models during design accelerates iteration and boosts creativity by keeping designers in their creative flow. [Learn More About NVIDIA RTX](https://www.nvidia.com/en-us/design-visualization/solutions/rendering.md) Final Aim #### Engineering Simulation (CAE) Enable GPU acceleration for massive speedups in CAE applications. NVIDIA’s industry-leading solutions for engineering simulation deliver high-speed compute, scalability, and enterprise-class reliability. Using the massive memory and incredible performance of the world’s most powerful [GPU computing platform](https://www.nvidia.com/en-us/data-center/gpu-cloud-computing.md), engineers and analysts can harness the power they need to perform complex simulations and solve challenging engineering problems faster. [Explore NVIDIA Solutions for Engineering Simulation and Analysis](https://www.nvidia.com/en-us/design-visualization/solutions/engineering-simulation.md) Trek Bicycle #### Virtualization Create and Innovate Without Boundaries Remotely access the power of RTX technology to accelerate the most demanding applications from graphics to AI. Break free from physical constraints, and elevate your productivity to new heights. [Learn More About NVIDIA RTX vWS](https://www.nvidia.com/en-us/design-visualization/virtual-workstation.md) #### Extended Reality (XR) Transform Workflows With Immersive Interactions in Virtual Environments Experience unparalleled visualization and collaboration with extended reality (XR). XR and spatial computing are transforming professional workflows, enabling seamless interaction with AI. From holding virtual models to walking through factory floors, these technologies enhance design reviews, helping identify flaws early and speeding up decision-making. NVIDIA’s XR solutions allow you to design with voice interaction, simulate assembly processes, perform interactive maintenance, and start training earlier—anytime, anywhere, and on any device. [Explore NVIDIA’s XR Platform](https://www.nvidia.com/en-us/design-visualization/solutions/virtual-reality.md) Varjo #### Industrial Facility Digital Twins Build and Accelerate Digital Twins With AI Build intelligent factories, warehouses, and industrial facilities for the era of physical AI with NVIDIA Omniverse™—libraries and microservices for developing industrial digital twins and physical AI simulation applications.. [Learn More About Industrial Facility Digital Twins](https://www.nvidia.com/en-us/use-cases/industrial-facility-digital-twins.md) Astec Industries ## Success Stories ## See the Real-World Impact Learn how manufacturing professionals are bringing products to life with NVIDIA solutions. ## Foxconn Develops Physical AI-Enabled Smart Factories With Digital Twins Foxconn (Hon Hai Technology Group), a global leader in electronics manufacturing, is redefining how the world’s most advanced products are built for the industrial digital revolution. [Take a Closer Look at How Foxconn Drives Industrial Transformation](https://www.nvidia.com/en-us/case-studies/foxconn-develops-physical-ai-enabled-smart-factories-with-digital-twins.md) Image courtesy of Foxconn ## Seagate Accelerates Data Storage Innovation With GPU-Powered Engineering Simulations Seagate is revolutionizing data storage design with accelerated computing. By using NVIDIA GPUs, Seagate has boosted simulation speeds by up to 50X, enabling faster product development. [Take a Closer Look at How Seagate enables faster product development using NVIDIA RTX](https://www.nvidia.com/en-us/case-studies/seagate-accelerates-data-storage-innovation-with-gpu.md) Image courtesy of Ansys ## Katana Studio Streamlines Automotive Marketing With Real-Time App Built on NVIDIA Omniverse At Katana Studio, artists and developers produce high-fidelity CGI imagery and digital experiences for brands by combining art and technology. Recently, the team has leveraged NVIDIA Omniverse™ SDKs and APIs to develop their own content creation tool called COATcreate, a SaaS offering built to streamline high-end visual production. [Take a closer look at how Katana uses NVIDIA Omniverse™ SDKs and APIs](https://www.nvidia.com/en-us/case-studies/katana-studio-streamlines-automotive-marketing-with-real-time-application.md) Image courtesy of Predator Cycling Image Courtesy of Rimac Rimac Automobili ## Delta Electronics Is Redefining Production Lines and Industrial Inspection With Digital Twins and Synthetic Data Using [NVIDIA Omniverse™](https://www.nvidia.com/en-us/omniverse.md) and [Universal Scene Description](https://www.nvidia.com/en-us/omniverse/usd.md) (OpenUSD), Delta is virtually linking specific production lines, aggregating 3D data from a diverse range of equipment to create a digital twin. [Learn more about NVIDIA Omniverse](https://www.nvidia.com/en-us/case-studies/delta-electronics-industrial-innovation.md) Image courtesy of KSB SE & Co. KGaA Image Courtesy of Rimac Rimac Automobili ## KSB Uses NVIDIA Iray in Siemens NX to Boost Customer Engagement Through Enhanced Design Reviews Using [NVIDIA® Iray®](https://www.nvidia.com/en-us/design-visualization/iray.md) in Siemens NX, KSB’s design engineers bring computer-aided design (CAD) models to life with photorealistic rendering for better communication with all stakeholders. [Take a Closer Look at How KSB Uses Iray](https://resources.nvidia.com/en-us-mfg-briefcase/proviz-success-story?lx=q8vaLh&contentType=success-story&overlay_url=https%3A%2F%2Fresources.nvidia.com%2Fen-us-mfg-briefcase%2Fcustomer-story-astec%3Flx%3Dq8vaLh) Image courtesy of KSB SE & Co. KGaA Previous Next 1. Slide 1 2. Slide 2 3. Slide 3 4. Slide 5 5. Slide 4 [More Customer Stories](https://www.nvidia.com/en-us/customer-stories.md) > The fidelity, frame rates, and overall performance of the NVIDIA RTX 6000 Ada Generation GPU is well matched to the high demand we have from our product development workflows. – Bryan Styles, Director of Immersive Technology, General Motors > It’s so nice to take a model straight from NURBS CAD and not have to worry about too many polygons causing serious real-time render delays or frame-rate drops. So far, the A5500 takes just about anything I’ve thrown and crushes it. I think I’m seeing the future here. – Michael Hammond, Lead of Digital Visual Communications, Trek Bicycle Corporation > Using Altair EDEM with NVIDIA RTX GPUs, ASTEC has been able to optimize the design of our aggregate dryer to increase efficiency. This provides ASTEC and our customers a competitive advantage with lower running costs and reduced emissions. – Andrew Hobbs, Head of Simulation and Modeling, ASTEC Industries, Inc. Previous Next 1. Quote 1 2. Quote 2 3. Quote 3 > Sintavia’s benchmarking effort on a complex heat-exchanger design with nTop and Siemens STAR-CCM+ shows that computational fluid dynamics simulations are over 4.5x faster on the RTX PRO 6000 Blackwell Workstation Edition GPU compared with a 64-core CPU, and rendering is over 5x faster than with older GPUs. With 96 GB of memory, the RTX PRO 6000 GPU enables faster, higher-fidelity simulations and quicker design iterations. We’re excited for future GPU-accelerated advancements and look forward to continued collaboration with nTop, Siemens and NVIDIA - Travis Joyce, Senior Program Manager, Sintavia > The 96 GB memory and massive AI processing power in the NVIDIA RTX PRO 6000 Blackwell Workstation Edition GPU has boosted our productivity up to 3x with AI models like Llama 3.3-70B and Mixtral 8x7b, NVIDIA Omniverse libraries, and industrial copilots. We’ve seen immediate performance improvements and, using workstations, can now handle AI workloads that were previously only possible in the cloud or on rack servers—unlocking new possibilities for interactive demos and production workloads in retail, manufacturing and industrial edge applications -Shaun Greene, Director, Industry Solutions at SoftServe > Astec makes extensive use of NVIDIA accelerated computing for a range of multi-physics engineering simulation, visualization and AI applications. The 96 GB memory of the NVIDIA RTX PRO 6000 Blackwell Workstation Edition GPU enables us to run larger, higher-fidelity simulations on a single workstation. This has significantly sped up our processes, with Ansys Fluent showing up to 20x speedups over using 48 CPU cores and Altair EDEM delivering a 2.7x improvement over using previous-generation GPUs. For coupled CFD-DEM simulations of our aggregate dryer, we achieved a 3.6x speedup, reducing solve time from weeks to days. The compute power of the RTX PRO 6000 GPU, combined with NVIDIA Omniverse, supports a seamless workflow for synthetic data generation, AI model training, computer vision, process optimization and real-time digital twins, all on a single workstation - Dr. Andrew Hobbs, Director of Advanced Technologies, Astec Industries Previous Next 1. Quote 1 2. Quote 3 3. Quote 2 ## News and Events ## The Computational Fluid Dynamics (CFD) Revolution Driven by GPU Acceleration CFD isn’t only an analysis tool. It’s used to make design improvements without having to resort to time-consuming and expensive physical testing for every design and operation point being evaluated. [Read Blog](https://developer.nvidia.com/blog/computational-fluid-dynamics-revolution-driven-by-gpu-acceleration/) Image courtesy of MediaTek ## NVIDIA Blackwell RTX PRO Comes to Workstations and Servers for Designers, Developers, Data Scientists and Creatives to Build and Collaborate With Agentic AI Groundbreaking AI and Graphics Performance Redefine Visualization, Simulation and Scientific Computing From Desktop to Data Center for Millions of Professionals Worldwide [Read Press Release](https://nvidianews.nvidia.com/news/nvidia-blackwell-rtx-pro-workstations-servers-agentic-ai) Image courtesy of WPP ## Discover Breakthroughs in the Industrial Metaverse and Digitalization at NVIDIA GTC The industrial metaverse is rapidly becoming a reality, with companies around the world harnessing large-scale, physically accurate, AI-enabled simulations and digital twins to transform their operations and unlock new possibilities. [Read Blog](https://blogs.nvidia.com/blog/2023/03/09/digital-twins-gtc/) Image courtesy of Siemens Previous Next 1. Slide 1 2. Slide 2 3. Slide 4 ## Technology ## Optimizing Product Development Workflows With NVIDIA Solutions Learn about the latest solutions that elevate product design workflows with incredible graphics and compute performance. ### Omniverse With Omniverse, designers and engineers can collaborate and iterate on concepts more effectively and present compelling visualizations of models faster. [Explore Omniverse Libraries](https://resources.nvidia.com/en-us-mfg-briefcase/nv-ove?lx=q8vaLh&search=omniverse) ### NVIDIA RTX PRO Desktop and mobile workstations, powered by NVIDIA RTX PRO™, deliver the high performance that product development teams need to meet today’s most demanding workflows. [Learn More About NVIDIA RTX PRO](https://www.nvidia.com/en-us/products/workstations.md) ### Virtual GPU (vGPU) Product development teams can experience all the benefits of virtual desktop infrastructure , such as mobility and security, while being able to work smoothly with graphics-intensive software. [Watch Demo](https://www.youtube.com/watch?v=Hki5V0BLDcY) [Explore NVIDIA's XR platform](https://www.nvidia.com/en-us/design-visualization/solutions/virtual-reality.md) ## Resources ## See How Manufacturers Are Transforming Their Product Development Workflows 1. Videos 2. Blogs 3. Publications 4. Community **Featured** ### High-Fidelity CFD Simulations Overnight In this GTC Session, learn how modern GPUs pave the way for faster and better computational fluid dynamics (CFD) simulations for aerodynamics and aeroacoustics. [Watch Now](https://resources.nvidia.com/en-us-mfg-briefcase/enterprise-45?lx=q8vaLh&contentType=gtc-session) [See All](https://resources.nvidia.com/l/en-us-mfg-briefcase) BMW BMW ### Developer Resources for Manufacturing and Product Development Explore a hub for SDKs, resources, and news for developers working in the manufacturing and product development industry. [Learn More](https://developer.nvidia.com/industries/manufacturing) ## GPU-Accelerated Ecosystem ## Additional Resources ### Explore Leading-Edge Design, Simulation, and Visualization Technologies Produced with Dell and NVIDIA, the Advanced Product Development Resource Center (APDRC) is an [ever-growing repository](https://www.digitalengineering247.com/topic/category/engineering-resource-center/) that helps design engineering teams capitalize on digital disruption with today’s most advanced computing, design, simulation, and visualization technologies. [Visit Now](https://www.digitalengineering247.com/topic/category/engineering-resource-center) ## Get Started ## Take the Next Steps Learn more about NVIDIA solutions for manufacturing and industrial applications. ### Sign up for the Latest Manufacturing and Product Development News From NVIDIA [Subscribe](#manufacturing-subscribe-modal) ### Request a Consultation Our experts can help your business unlock potential and unleash innovation. [Let's Talk](mailto:financialservices@nvidia.com) ## Get the Latest Manufacturing News Welcome back. Not you? Log Out Welcome back. Not you? Clear form