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Artificial Intelligence

Cloud simulation platform with native AI

With Engineering AI and Physics AI working in harmony, SimScale delivers simulation that’s fast, accessible, and instantly scalable across your entire engineering workflow

AI infrastructure on SimScale

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AI that’s intrinsic, not an add-on.

SimScale is redefining engineering simulation by deeply embedding artificial intelligence at every step of the process.

SimScale’s AI-native platform empowers every engineer to explore thousands of design options, validate critical decisions in real-time, and bring breakthrough products to market with unprecedented speed and confidence.

Our unique approach doesn’t replace established methods; instead, it lets engineers blend AI-driven speed with the trusted accuracy of physics solvers, all within a single, unified environment.

AI demonstration and benefits for simulation in SimScale

Physics AI: Real-World Answers, Delivered Instantly

Deep learning models trained on simulation data in the cloud that deliver real-world performance predictions in seconds. As part of SimScale’s platform, Physics AI complements and augments proven physics solvers, giving your team the power to explore further, scope ideas or turn around tasks faster. For critical cases or final sign-off, engineers can always seamlessly switch back to the traditional solvers they trust for high-fidelity validation, all within the same workflow.

Engineering AI: Intelligence, Everywhere You Need It

Engineering AI is an agentic assistant and workflow accelerator. It leverages centralized simulation data in the cloud and understanding of your model to automate simulation setup and execution, providing guidance and consultation right where you need it.

Amplify your team’s productivity, with engineers spending less time on manual tasks and more time innovating, empowered by agentic AI that never limits their expert oversight.

Integrations that work with SimScale

Open Platform

SimScale’s AI is ready to connect to your ecosystem, whether through API integration to drive Physics AI predictions, data import pipelines for model training with legacy data, or agent-to-agent interaction with your workflow orchestration setup. 

Openness is a core design principle underpinning our platform, empowering our customers to tackle their engineering challenges using the most capable solutions.

Related Resources

Revolutionizing Pump Simulation with AI-Powered Engineering

Join us to learn how SimScale and NVIDIA are transforming pump simulation with AI—cutting simulation time from days to minutes and unlocking instant design optimization.

David Heiny SimScale Co-founder and CEO

Ready for AI? Preparing Your Teams for AI-Powered Computational Design

Learn about the advances in computational design for hardware in the automotive and manufacturing industries.

David Heiny SimScale Co-founder and CEO
ai features in simscale

Simulation Co-Pilot: AI and Physics Working Together to Accelerate Engineering Innovation

See how SimScale’s AI simulation features sit side by side with traditional physics solvers, all accessed in a web browser.

Richard Szöke-Schuller Product Manager
ai preview

Product Preview: AI-Based Physics Predictions in Your Web-Browser

See the new AI-powered simulation features launching in SimScale soon.

Get started with cloud-native AI simulation