# Reinvent Manufacturing—From Design to Delivery Introduction ## Transform Manufacturing in the AI Era Harness breakthroughs in design, rendering, simulation, production, remote collaboration, and visualization to revolutionize product development, transform engineering, and power the factory of the future. ### NVIDIA Releases Major Collection of Open Source Agent Tools and Skills for Physical AI Physical AI skills and tools help developers turn complex robotics, autonomous vehicle, vision AI, and industrial digital twin workflows into agent-executable tasks. [Read the Press Release](https://nvidianews.nvidia.com/news/nvidia-releases-major-collection-of-open-source-agent-tools-and-skills-for-physical-ai) ### Enterprise Software Leaders Build AI Agents With NVIDIA Design and simulation leaders are building autonomous AI engineers with NVIDIA® NemoClaw™. [Read the Press Release](https://nvidianews.nvidia.com/news/enterprise-software-leaders-build-ai-agents-with-nvidia) ## Use Cases ## Discover How the Manufacturing Industry Is Using AI and Accelerated Computing #### Product Development Transform product development workflows. From conceptual design to physical systems creation, NVIDIA technologies enable designers and engineers to create stunning 3D designs and immersive, real-time, physically accurate visualizations with photorealistic renderings; accelerate design iterations; and add design AI agents in the loop to bring amazing products to life exactly as envisioned. [See How Dassault Systèmes Transforms Product Development](https://blogs.nvidia.com/blog/industrial-ai-digital-twins-omniverse/) Dassault Systèmes, NIAR #### Engineering Simulation Accelerate computer-aided engineering workflows. NVIDIA is enabling industry developers to achieve real-time interactive design using AI-accelerated digital twins. These advanced simulation environments let engineers change design settings and immediately see how they affect key performance indicators. Creating real-time digital twins is typically a custom effort that demands expertise across multiple domains. [Learn More About Engineering Simulation](https://www.nvidia.com/en-us/design-visualization/solutions/engineering-simulation.md) McLaren #### Building AI-Enabled Factories Boost factory agility, efficiency, and productivity. The world’s leading manufacturers are using NVIDIA technology to infuse AI into every aspect of production, delivering higher-quality products and improving profit margins. Industrial digital twins—true-to-reality digital representations of factories—use a combination of AI, physics, real-time data from IoT devices, and insights from maintenance and design records. Digital twin simulations can drive precise factory planning, safety improvements, agility, and flexible factory design. In the physical factory, AI can power automation, robotics systems, quality inspection and testing, and predictive maintenance to eliminate waste from production. Finally, generative AI powered by large language models (LLMs) can support information availability and collaboration to improve operational productivity, equipment upkeep, and issue resolution. [Learn More About Industrial Facility Digital Twins](https://www.nvidia.com/en-us/use-cases/industrial-facility-digital-twins.md) Siemens Success Stories ## See the Real-World Impact Learn from ‌industrial leaders using AI to optimize processes, reduce risk, and trim costs. [More Success Stories](https://www.nvidia.com/en-us/customer-stories/?industries=Manufacturing%20%2F%20Product%20Design%2CManufacturing&page=1) Slalom, Inc. ### Reinventing Maintenance Operations With cuOpt and Jetson Orin Kawasaki Heavy Industries, Ltd. (Kawasaki) is a manufacturing company that's been building large machinery for more than a hundred years. With NVIDIA cuOpt™ and NVIDIA Jetson™ Orin™, Kawasaki partnered with Slalom, Inc. to transform its track maintenance and inspection capabilities. [Learn More](https://www.nvidia.com/en-us/case-studies/reinventing-maintenance-operations-with-ai.md) Slalom, Inc. ### Foxconn Develops Physical AI-Enabled Smart Factories With Digital Twins Foxconn is revolutionizing electronics manufacturing for the industrial digital revolution by using NVIDIA Omniverse-powered digital twins to design, deploy, and manage their global production facilities, including those for NVIDIA GB200 Grace Blackwell Superchip systems. [Learn More](https://www.nvidia.com/en-us/case-studies/foxconn-develops-physical-ai-enabled-smart-factories-with-digital-twins.md) Foxconn Foxconn BMW Group ### BMW Group Starts Global Rollout of NVIDIA Omniverse With NVIDIA Omniverse, the automaker is bringing the power of industrial AI to its entire production network as part of its digital transformation. [Read Customer Story](https://www.nvidia.com/en-us/case-studies/bmw-group-develop.md) BMW Group Previous Next 1. Slide 4 2. Carousel 1 3. Slide 4 > NVIDIA’s strength in AI and its strong ecosystem of application partners are providing Foxconn Industrial Internet with a path to significant operational efficiency gains. The combination of NVIDIA Metropolis for factories and Isaac Sim for robotics is helping us realize industrial automation goals faster than ever imagined. — Tai-Yu Chou, CTO, Foxconn Industrial Internet ### News and Events Load More ### News and Events ### NVIDIA Builds World’s First Industrial AI Cloud to Advance European Manufacturing Announcing a $500 million investment to build the world’s first industrial AI cloud for European manufacturers, powered by NVIDIA RTX PRO Servers and NVIDIA DGX B200 systems. [Read Press Release](https://nvidianews.nvidia.com/news/nvidia-builds-worlds-first-industrial-ai-cloud-to-advance-european-manufacturing) ### NVIDIA Omniverse Digital Twins Help Taiwan Manufacturers Drive Golden Age of Industrial AI TSMC, ASML, Cadence, KLA, Siemens and Synopsys are advancing semiconductor manufacturing by adopting the NVIDIA CUDA-X and NVIDIA Blackwell platforms. [Read Blog](https://blogs.nvidia.com/blog/omniverse-digital-twins-taiwan-manufacturers-physical-ai) ### AI Blueprint for Video Search and Summarization Now Available to Deploy Video Analytics AI Agents Across Industries Pegatron, Kaohsiung City, the National Hockey League and Siemens are among a wide range of companies embracing visually perceptive AI agents to drive innovation and maximize productivity. [Read Blog](https://blogs.nvidia.com/blog/ai-blueprint-video-search-and-summarization) ### Semiconductor Industry Accelerates Design Manufacturing with NVIDIA Blackwell and CUDA-X NVIDIA Blackwell adopted by TSMC, Cadence, Siemens, Synopsys and KLA for Chip Design and Manufacturing. [Read Blog](https://blogs.nvidia.com/blog/semiconductor-industry-electronic-design-automation-blackwell-cuda-x) ### NVIDIA Expands Omniverse Blueprint for AI Factory Digital Twins With Ecosystem Integrations, Development Tools The NVIDIA Omniverse™ Blueprint for AI factory digital twins features expanded capabilities and deeper integrations across the AI factory power, cooling, and networking ecosystem. [Read Blog](https://blogs.nvidia.com/blog/omniverse-blueprint-ai-factories-expands) ### NVIDIA Blackwell Accelerates Computer-Aided Engineering Software Ecosystem Leading CAE software vendors, including Ansys, Altair, Cadence, Siemens, and Synopsys, are accelerating their simulation tools to run 50X faster with the NVIDIA Blackwell platform. [Learn More](https://nvidianews.nvidia.com/news/nvidia-blackwell-accelerates-computer-aided-engineering-software-by-orders-of-magnitude-for-real-time-digital-twins) Previous Next 1. First teaser 2. Leading European Manufacturers Adopt NVIDIA Industrial AI 3. NVIDIA Omniverse Digital Twins Help Taiwan Manufacturers Drive Golden Age of Industrial AI 4. AI Blueprint for Video Search and Summarization Now Available to Deploy Video Analytics AI Agents Across Industries 5. TSMC Accelerates Electronic Design Automation With NVIDIA Blackwell and CUDA-X 6. NVIDIA Expands Omniverse Blueprint for AI Factory Digital Twins With New Ecosystem Integrations, Development Tools 7. NVIDIA Blackwell Accelerates Computer-Aided Engineering Software Ecosystem Explore and Build ## Accelerate Your Workflows With NVIDIA Technology Explore pre-built Omniverse Blueprints and workflows to quickly develop or enhance your OpenUSD-based applications and services. ### Build Autonomous AI Agent Engineers Use the NVIDIA NemoClaw reference architecture to build long-running  AI agents that autonomously execute engineering simulation workflows. [Try Now](https://build.nvidia.com/nemoclaw) Luminary Cloud ### Build a Digital Twin for Interactive Fluid Simulation Integrate real-time visualization and analysis into your 3D workflow to enable real-time computer-aided engineering of your product. [Try Now](https://build.nvidia.com/nvidia/digital-twins-for-fluid-simulation) Accenture, KION Group ### Test Multi-Robot Fleets for Industrial Automation Simulate and test physical AI and robotic fleets at scale in industrial digital twins before real-world deployment. [Try Now](https://build.nvidia.com/nvidia/mega-multi-robot-fleets-for-industrial-automation) Microsoft Azure ### Build Digital Twins for Remote Monitoring Enable remote monitoring of industrial operations with accurate digital twins integrated with real-time IoT data. [Explore Workflow](https://developer.nvidia.com/blog/connect-real-time-iot-data-to-digital-twins-for-3d-remote-monitoring/) Foxconn ### Spatial Streaming for Omniverse Digital Twins Stream immersive OpenUSD-based Omniverse digital twins to the Apple Vision Pro with this reference workflow. [Explore Workflow](https://developer.nvidia.com/blog/experience-digital-twins-in-xr-with-nvidia-omniverse-spatial-streaming/) Previous Next 1. Build Autonomous AI Agent Engineers 2. Build a Digital Twin for Interactive Fluid Simulation 3. Test Multi-Robot Fleets for Industrial Automation 4. Build Digital Twins for Remote Monitoring 5. Spatial Streaming for Omniverse Digital Twins ## Resources ## Take a Deeper Dive Into AI in Manufacturing 1. Videos 2. Training 3. Press Releases 4. Community ABB Robotics **Featured** ### How AI Is Transforming Manufacturing End-to-End Physical AI is reshaping manufacturing from design to factory floor. Leaders from ABB, JLR, and Tulip reveal how AI-powered simulation, synthetic data, and real-time analytics are driving breakthrough efficiency across the full product lifecycle. [Watch Now](https://youtu.be/D8wSXABcW-A) Videos [See All](https://resources.nvidia.com/l/en-us-manufacturing-industry-resources) ### Digital Twins for Physical AI Learning Path Get started with essential foundations in developing OpenUSD-based digital twin applications and workflows for the era of physical AI. [Explore Curriculum](https://www.nvidia.com/en-us/learn/learning-path/digital-twins.md) ### Applications of AI for Predictive Maintenance Learn how to identify anomalies and failures in time-series data by using AI to estimate the condition of equipment and predict when maintenance should be performed. [Take the Workshop](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-MF-02+V1) ### Computer Vision for Industrial Inspection Learn how to create an end-to-end hardware-accelerated industrial inspection pipeline to automate defect detection. Using NVIDIA’s own production dataset as an example, we'll illustrate how the application can be easily applied to a variety of manufacturing use cases. [Take the Workshop](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-MF-01+V2) ### NVIDIA Training Our expert-led courses and workshops provide learners with the knowledge and hands-on experience they need to unlock the full potential of NVIDIA solutions. NVIDIA Training offers customized training plans designed to bridge technical skill gaps and provide relevant, timely, and cost-effective solutions for an organization's growth and development. [Visit NVIDIA Training](https://www.nvidia.com/en-us/learn/organizations.md) ### NVIDIA Developer Program Connect with millions of like-minded developers and access hundreds of NVIDIA-accelerated containers, models, and SDKs—all the tools necessary to successfully build apps with NVIDIA technology—through the NVIDIA Developer Program. [Join the Developer Program](https://developer.nvidia.com/developer-program) ### NVIDIA’s Program for Startups NVIDIA Inception provides startups with access to the latest developer resources, preferred pricing on NVIDIA software and hardware, and exposure to the venture capital community. The program is free and available for tech startups of all stages. [Learn More and Apply](https://www.nvidia.com/en-us/startups.md) ### NVIDIA Partners for Industrial Sector Our solutions for the industrial sector go beyond products. Our partners are here to assist your organization at every level to build and execute transformative AI strategies, products, and services. [Explore Our Partners](https://www.nvidia.com/en-us/industries/industrial-sector/partners.md) ## Get Started ## Take the Next Steps ### Stay Up to Date on NVIDIA News for Manufacturing [Stay Informed](#subscribe-modal) ### Request a Consultation Our experts can help your business unlock potential and unleash innovation. 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