SimScale combines Engineering AI and Physics AI to orchestrate design, simulation, and optimization workflows — enabling teams to move from manual processes to autonomous engineering execution.

SimScale embeds AI across the entire engineering workflow — not as a tool, but as an execution layer.
Engineering AI orchestrates decisions, workflows, and simulations, enabling teams to explore, validate, and optimize designs continuously with agentic speed and physics-based confidence.
Our unique approach doesn’t replace established methods; instead, it lets teams blend agentic engineering speed with the trusted accuracy of physics solvers, all within a single, unified environment.

Physics AI models are trained on high-fidelity simulation data to predict real-world performance in seconds.
Within agentic workflows, these models enable instant evaluation of design decisions, allowing teams to explore, iterate, and optimize continuously without waiting for traditional simulation cycles.
For critical validation, engineers can seamlessly switch to high-fidelity solvers, combining speed with engineering-grade accuracy
Check Physics AIEngineering AI acts as an agentic execution layer across the simulation process, automating setup, coordinating workflows, and driving analysis.
It leverages centralized simulation data and model understanding to guide decisions, execute tasks, and continuously improve outcomes. Engineers define intent. The system executes.
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.
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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 — giving teams the flexibility to build and scale agentic workflows using the tools and systems they already rely on.
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.
Learn about the advances in computational design for hardware in the automotive and manufacturing industries.
See how SimScale’s AI simulation features sit side by side with traditional physics solvers, all accessed in a web browser.
See the new AI-powered simulation features launching in SimScale soon.
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