Scaling Engineering Expertise
Scale engineering expertise across every team
Multiply the output of your engineering teams by giving each engineer an expert, AI-powered co-pilot. Accelerate onboarding and training, reduce errors and keep senior experts available to work on advanced projects.
Engineering expertise is often concentrated in a few senior specialists. Limiting scale, slowing onboarding, and creating bottlenecks.
Accelerate onboarding
New engineers become productive in weeks, not months.
Reduce errors
Consistent workflows eliminate costly mistakes and improve reliability.
Free up experts
Senior engineers focus on innovation instead of set-up, reviews and rework.
Multiply output
More engineers contribute at a higher level, increasing team productivity.
Standardize best practices
Ensure every simulation follows proven, validated methods.
Enable a global workforce
Apply expert knowledge consistently across teams and locations.
35 hours
saved per new engineer onboarding
“SimScale was very easy to get started with. I was the only CFD expert and in several projects, people from the department decided to include CFD as they found it very easy to use after a 1-hour explanation… This has broadened access to simulation within Tecnalia.”
3 weeks → 1 day
Design verification cycle, with simulation now accessible to non-CFD engineers
“We searched for something that was easy to learn for colleagues who are not experienced with CFD simulation.”
Months → under 1 hour
Design optimization cycle, after deploying a shared Physics AI model
“The real transformation comes from the reusability of the model. I can share it across the team and we can re-optimize the design as many times as we need to as we encounter new challenges and conditions.”
Expert methods, encoded once, applied by everyone
SimScale captures your best simulation practices in AI-guided workflows, so every engineer on your team works to the same standard.
Guide with agentic AI
AI agents act as an intelligent co-pilot, leading engineers step-by-step through complex setup and analysis. By understanding context, they enforce best practices automatically, reducing errors and ensuring every simulation is built on a foundation of expert knowledge.
Embed best practices
Capture proven simulation setups — including physics, meshing, and analysis methods — into reusable templates. This turns expert knowledge into a scalable asset, ensuring every engineer starts from a validated foundation and delivers consistent, high-quality results on every project.
Onboard faster
New engineers become productive in weeks, not months, by working with expert-designed workflows from day one. Instead of relying on constant supervision, they gain confidence and learn by doing, guided by intelligent templates and proactive AI agents.
Continuously improve
Create a living knowledge base where expert refinements are pushed instantly to every user. When a best practice is updated, it scales automatically across the organization, ensuring your entire team stays aligned with the latest, most effective methods.
FAQs
New to scaling engineering expertise or evaluating SimScale? Here are the questions we hear most.
ContactSimScale uses agentic AI to act as an intelligent co-pilot for each engineer. AI agents guide users step-by-step through simulation setup and analysis, enforce best practices automatically, and catch errors before they propagate — so every engineer benefits from the same expert foundation regardless of their experience level.
Senior engineers can encode their proven simulation setups — including physics configurations, meshing decisions, and analysis methods — into reusable templates. Once created, these templates are available to the whole organization. When best practices are updated, those updates propagate automatically to all users.
New engineers typically reach productive output in weeks rather than months. Because they work with expert-designed workflows from day one, they don’t need constant supervision — the templates and AI guidance give them the structure to learn by doing.
No. SimScale is designed specifically to lower the barrier for engineers without deep simulation backgrounds. AI agents handle the complexity of setup and analysis decisions, reducing the risk of errors even for users who are new to simulation.
Templates capture a validated simulation setup — physics, boundary conditions, meshing parameters, reporting format — into a repeatable, shareable workflow. Any engineer can run a simulation using a template without needing to understand all the underlying decisions. Experts create and maintain them; everyone else benefits from them.
Get started today
Start exploring simulation, Engineering AI, and Physics AI in one platform today — no setup required.
