Simulation Democratization

Put simulation and AI in the hands of every engineer

Break simulation bottlenecks and enable every engineer to explore, validate, and optimize designs with confidence. SimScale combines Engineering AI, Physics AI, and cloud simulation to scale access without sacrificing quality.

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Simulation democratization
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When simulation is limited to a few specialists, it slows innovation and leaves valuable ideas unexplored.

The SimScale Difference

Accelerate delivery

Test ideas in hours instead of weeks, increasing design confidence and keeping innovation moving.

Unlock innovation

When more engineers can simulate, more concepts are explored — without overwhelming specialists.

Maintain quality and compliance

Guardrails and governance build consistency into your workflows, ensuring democratization doesn’t mean loss of quality.

Scale engineering expertise

Embed proven workflows so every engineer can run high-fidelity simulations confidently.

Increase design confidence

Bring validated physics insight earlier and broader into the design process.

Expand simulation access

Make simulation available across teams without infrastructure or expertise barriers.

Simulation that any engineer can run safely, at any scale

SimScale combines guided workflows, Engineering AI, and cloud infrastructure to give every engineer access to validated simulation, without compromising on governance or accuracy.

access with a web browser

Access with a web browser

Run high-fidelity CFD, FEA, thermal and electromagnetic simulations from anywhere with just a web browser. The cloud-native platform eliminates the need for expensive local hardware or software installation, giving every engineer instant access to unlimited compute.

Work from a single source of truth

Break down data silos with a centralized, cloud-based platform. Work in shared, collaborative spaces where all simulation data, models, and results are organized and instantly accessible to authorized team members, ensuring everyone works from a single source of truth.

work from a single source of truth
explore designs instantly with Physics AI

Explore designs instantly with Physics AI

Leverage pre-trained foundation models and Physics AI surrogates to get performance predictions in seconds, not hours. This allows engineers to rapidly explore and rank thousands of design concepts, accelerating early-stage decision-making with confidence and simulation-grade accuracy.

Reusable templates

Capture proven simulation setups from your senior specialists and embed them into reusable templates. These guided workflows ensure every engineer applies validated methods consistently, scaling expertise across the organization and freeing experts to focus on the most complex challenges.

reusable templates
governance built-in

Governance built-in

Maintain full control and visibility as you scale simulation across your teams. Track every run, manage user permissions, and ensure compliance with organizational standards. Enterprise-ready controls safeguard your intellectual property while empowering teams to innovate with confidence.

FAQs

New to simulation democratization or evaluating SimScale? Here are the questions we hear most.

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Why has simulation historically been limited to a small number of specialists?

Traditional simulation software requires expensive licenses, dedicated high-performance hardware, and deep technical expertise to use correctly. This means most organizations can only run simulations when a specialist is available, using tools that live on specific machines — creating queues, delays, and a gap between the engineers who design products and the ones who can analyze them.

How does SimScale make simulation accessible to non-expert engineers?

SimScale removes the three main access barriers: it runs in a web browser (no hardware or installation required), it provides reusable templates that embed expert-designed simulation setups, and it includes Physics AI models that deliver performance predictions in seconds without requiring deep solver knowledge.

Won’t giving everyone access lead to incorrect simulations or bad decisions?

This is the central concern — and it’s why access alone isn’t enough. SimScale addresses it through reusable templates that constrain how simulations are set up, guardrails built into guided workflows, and built-in governance tools that manage permissions, track every run, and enforce organizational standards.

What are reusable simulation templates and how do they work?

Reusable templates capture proven simulation setups — physics configuration, boundary conditions, meshing approach, reporting format — created by senior specialists. Once published, any engineer can run a simulation using that template without needing to understand every underlying decision. If the template is updated by an expert, the improvement propagates automatically to everyone using it.

How does SimScale handle governance as simulation scales across an organization?

SimScale includes enterprise-ready controls: user permissions management, full audit trails of every simulation run, IP protection, and compliance with organizational standards. Admins can control who has access to which templates and projects.

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Start exploring simulation, Engineering AI, and Physics AI in one platform today — no setup required.

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