# AI for Physics-Driven Design
Don’t stop at the first design that works. Explore your design space at scale with generative virtual twins powered by industrial AI to uncover better concepts worth building.
## (AI for Physics-Driven Design) Accelerate Physics-Driven Design With Industrial AI
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## (AI for Physics-Driven Design) Up to 10x faster product design
Cut design time from days to hours while iterating on more design alternatives.1
## (AI for Physics-Driven Design) 20 min to validate designs
Don’t wait three days for simulation results. Make physics validation part of everyday design.1
## (AI for Physics-Driven Design) Up to 7% yearly material savings
Spend less on prototyping, waste and rework by selecting stronger concepts earlier.1
## (AI for Physics-Driven Design) What if Finding the Right Design Didn’t Have To Take Longer?
Watch AI-powered design exploration in action.
[(AI for Physics-Driven Design) What if Finding the Right Design Didn’t Have To Take Longer? Video Loop](/media/26244)
[ Watch now ](/media/26243)
## (AI for Physics-Driven Design) How To Explore and Validate Designs Faster With Physics-Based AI
Put validated simulation and physics-based AI into your designers’ hands from the start. The result? More innovation, with less guesswork and rework. Test more ideas, choose the strongest concepts and focus development effort where it matters most — all on the **3D**EXPERIENCE® agentic platform.
[(AI for Physics-Driven Design) How To Explore and Validate Designs Faster With Physics-Based AI Banner](/media/26284)
## (AI for Physics-Driven Design) Starting from scratch? Explore more design possibilities.
Don’t narrow ideas down before knowing how they’ll perform. Rapidly assess new concepts against your existing designs and explore various what-if scenarios, virtually validated with physics-based simulation. Compare their performance and identify a lead design in 20 minutes.
[(AI for Physics-Driven Design) Starting from scratch? Explore more design possibilities Video.](/media/26299)
## (AI for Physics-Driven Design) Evolving an icon? Choose designs that perform better.
Push your automotive or packaging design further without losing what makes it distinctive. Change features, geometry and proportions, then see their impact on functional performance to find the sweet spot between form and function.
[(AI for Physics-Driven Design) Evolving an icon? Choose designs that perform better Video](/media/26300)
## (AI for Physics-Driven Design) Optimizing performance? Move faster with simulation.
Adjust a parameter. See what it does. Evaluate more alternatives across a wider design space and quickly identify the configurations that best meet your performance targets — from maximizing roof crush performance to designing lighter hoods that meet impact requirements.
[(AI for Physics-Driven Design) Optimizing performance? Move faster with simulation Video](/media/26301)
## (AI for Physics-Driven Design) Aim for 10x Faster Design Exploration: Your Data, Your Results
Ready to put a focused, outcome-driven **pilot** to work for your teams? Work with our experts to co-engineer a solution that **delivers value** where it matters most. Explore how, in **less than 90 days**, you can apply industrial AI to design exploration, measure its impact and turn proven results into lasting capabilities.
[(AI for Physics-Driven Design) Aim for 10x Faster Design Exploration: Your Data, Your Results Banner](/media/26290)
Start your conversation
## (AI for Physics-Driven Design) Explore New Universes of Industrial AI
[3D UNIVERSES](/industrial-ai "The Power of Industrial AI, Now in Your Hands") bring industrial AI and virtual twins together to solve challenges across your business. Discover where AI can create your next opportunity.
## (AI for Enterprise Knowledge) AI for Mechanical Component Design
[(AI for Enterprise Knowledge) Offer Plan One Banner](/media/26277)
[ Learn more ](/industrial-ai/generative-virtual-twins/mechanical-component-design)
## (AI for Mechanical Component Design) AI for Project Management
[(3DUNIVERSE - AI for Mechanical Component Design) Offer Plan Three Banner](/media/26224)
[ Learn more ](/industrial-ai/generative-virtual-twins/project-management)
## (AI for Mechanical Component Design) AI for Enterprise Knowledge
[(3DUNIVERSE - AI for Mechanical Component Design) Offer Plan Four Banner](/media/26227)
[ Learn more ](/industrial-ai/generative-virtual-twins/enterprise-knowledge)
## (AI for Physics-Driven Design) Ready to apply industrial AI to your designs?
Contact us
## (AI for Physics-Driven Design) Frequently Asked Questions
## What is AI for Physics-Driven Design? How can AI improve my designs?
AI for Physics-Driven Design combines industrial AI with validated physics-based simulation to bring performance insights earlier in the conceptual design phase.
AI can improve your designs by expanding the range of possibilities you can investigate. It helps you predict performance, quickly evaluate alternatives and identify high-performing concepts earlier in the development process.
Before committing to detailed design and engineering, you can already make physics-informed decisions and find the most optimized design.
## How is this different from the design tools I’m already using?
**For the consumer packaged goods and retail industry**: Go beyond Adobe Photoshop or Illustrator by bringing industrial design and AI to the earliest stages of concept development. Complement your existing design tools by connecting designs to physics-based simulation, powered by AI and machine learning (ML) capabilities. Rapidly assess performance and manufacturability across more concepts before committing to detailed design.
**For the transportation and mobility industry**: Use AI for industry to evaluate multiple design parameters and their impact on product performance, without working through each alternative separately in isolated modeling and simulation tools. Explore a wider design space and quickly identify configurations that meet your performance KPIs.
## Where is my data hosted and how is it secured?
Your data is hosted in the geographic region and cloud operating model selected for your service, based on your regulatory requirements, sovereignty expectations and sensitive data protection needs. Depending on the offering, this may include a public cloud, private cloud or dedicated cloud environment deployment.
Where supported by the service architecture, data used for AI computation is processed transiently and is not retained in the AI factory after processing. These technical and architectural safeguards protect your data throughout its lifecycle. Applicable certifications and hosting conditions are specified for each service and region.
## Will you train your models with my data?
No. If you choose to specialize a model with your data, the result lives exclusively within your own environment.
## How can I trust the results produced?
Every result is grounded in physics-based and science-based models — figures such as stresses, tolerances and safety margins are calculated, not simply estimated, by a statistical model. Our industry-proven simulation tools, including [Abaqus](/products/simulia/abaqus "Abaqus"), have been trusted across industries for more than 50 years, providing the foundation for these models.
Enterprise-grade traceability, built in through direct integration with IP management, gives your organization full transparency into the data your AI was trained on and why its results can be trusted.
## How do I get started?
Contact us through the form below. An expert will evaluate your design needs and determine whether a 3-month, outcome-driven pilot program is right for you. Together, you’ll explore new AI capabilities, apply them to your own data and workflows and see their impact firsthand on your existing processes. Along the way, you’ll also build reusable assets – from examples and use cases to templates and scripts – that you can continue developing beyond the pilot program.
## (AI for Physics-Driven Design) Ready to learn more?
Discover what changes when industrial AI meets your designs. Fill out the form to get in touch with our experts.
Contact us
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\[1\] Indicative improvement targets from applying AI for Physics-Driven Design to relevant use cases.
Try it yourself
[3d-universe-ai-for-physics-driven-design-video-hero-banner-1920x856.mp4](/media/26242)
Physics-Driven Design