Powering innovation at leading research labs, Fortune 500 companies, and simulation platforms worldwide.

All our models are built on unified principles, allowing parallelization across verticals: shared modeling assumptions, standardized software architecture, and consistent approaches to data handling, generation, and storage.

The Real-Time Engineering Advantage

Efficiency

1 GPU

For Training and Inference
SCALE

10000 Cells

For True Industrial Complexity
SPEED

1000x

For Real-Time Inference
Framework

Build Physics AI, not workarounds

The complete toolkit for training, fine-tuning, and deploying physics AI models at industrial scale. From data loading to inference optimization. Everything you need to build real-time engineering applications.

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Datasets

Engineering Data that's validated

Physics-validated datasets spanning industrial problems. Pre-processed, quality-assured, and ready for model training. The same data that powers our reference models.

LARGE ENGINEERING MODELS

Skip months of training

Production ready models for specific engineering use cases. Deploy immediately for instant results or fine-tune with your data for task specific optimization.

Latest updates

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May 14, 2025

Getting Started with AI Models for Physical Simulation

Explore how AI-powered models are transforming physics simulations—from thermodynamics to fluid dynamics—and learn how to get started building or integrating your own models.

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May 14, 2025

Getting Started with AI Models for Physical Simulation

Explore how AI-powered models are transforming physics simulations—from thermodynamics to fluid dynamics—and learn how to get started building or integrating your own models.

Read article
May 14, 2025

Getting Started with AI Models for Physical Simulation

Explore how AI-powered models are transforming physics simulations—from thermodynamics to fluid dynamics—and learn how to get started building or integrating your own models.

Read article
May 19, 2026

Building the Frontier Lab for Industrial Engineering

Our Chief Scientist Johannes Brandstetter on why Emmi AI is joining Mistral AI and what this next chapter means for Engineering AI and industrial innovation.

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May 19, 2026

Mistral AI Acquires Emmi AI to Create the Leading AI Stack for Industrial Engineering

Mistral AI has entered into a definitive agreement to acquire Emmi AI, strengthening its position as the leading AI transformation partner for industrial enterprises and accelerating the development of Physics AI for engineering and manufacturing.

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February 10, 2026

NeuralMould: Our First Digital Engineer for Injection Moulding

Emmi AI releases NeuralMould, the first digital engineer for injection moulding. The Emmi AI Noether Framework is the foundational technology for Large Engineering Models, and NeuralMould showcases what’s possible and what’s to come.

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Engineering Without Limits

What if design and validation happened simultaneously? What if every idea could be tested instantly? We're collapsing the boundary between CAD and CAE, turning imagination into validated engineering in real-time.

From aerospace to semiconductors, from energy to manufacturing, we're eliminating the gap between design and truth. The future isn't coming.

We're building it now!