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Agentic Workflow Automation

Automate multi-threaded engineering processes with AI to accelerate innovation

Orchestrate complex engineering processes with flexible agentic workflows, replacing brittle, programmatic automation. Robustly automate manual steps and handoffs, freeing your team to focus on the creative breakthroughs that drive your business forward.

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Outcomes you can expect

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Faster workflows

Reduce manual engineering work and eliminate multiple hand-offs between analysis steps.

Scale Throughput

Greater Innovation

Autonomous design space exploration and optimization frees up engineers for creative problem-solving.

Protect Margins

Reduced errors

Build robust, no-code workflows, underpinned with AI-driven consistency and multi-agent collaboration.

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Compliance-ready

Agentic AI delivers built-in traceability, versioning, and audit trails showing reasoning and decisions taken.

How it works

Agentic AI automates engineering workflows, combining generative design, physics validation, and enterprise integration into a single, scalable process

Agent-driven orchestration

Let AI agents coordinate your entire workflow, from CAD generation and geometry prep to multi-physics analysis, optimization, and reporting. These complex, multi-step processes are executed as a single, seamless, and automated operation, eliminating manual handoffs and delays.

Agent driven orchestration within SimScale
Instantly explore with Physics AI acceleration

Physics AI acceleration

Instantly explore thousands of new design variants while validating performance in real time with Physics AI. This creates a powerful, closed loop of ideation and verification, allowing your engineers to innovate faster and converge on optimal designs with greater confidence.

Multi-disciplinary optimization

Achieve true holistic design by deploying a virtual team of specialized agents. These agents work collaboratively across physics domains and software platforms, ensuring that thermal, structural, and fluid dynamics are optimized against manufacturability and cost or other (DFX) criteria.

Connect agents across your CAE toolstack

Connected toolstack

Orchestrate agents across your toolstack to get collaborative work one autonomously. By linking directly to your CAD, PLM, and project management systems, agentic workflows plug seamlessly into your established engineering processes without disruption.

Always-on pipelines

Create always-on validation pipelines that trigger simulations and reports automatically based on design changes or new data inputs. Powered by elastic cloud compute that scales on demand, these workflows run continuously in the background without creating bottlenecks.

Always-on pipelines

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