Where is Neural Concept headquartered?

Neural Concept is headquartered in Lausanne, Switzerland. The company has a team of 101-500 people.

What does Neural Concept do?

Neural Concept operates in the AI in Manufacturing sector. An AI-native 'Engineering Intelligence' platform that leverages Geometric Deep Learning to predict physical properties of 3D designs in real-time, enabling engineers to optimize and generate complex products instantly. Reduces simulation time from days to seconds (up to 1000x faster than traditional CFD/FEA) and enables 'Generative Design'—allowing engineers to explore thousands of design iterations and automatically generate geometries that meet specific performance criteria.

When was Neural Concept founded?

Neural Concept was founded in 2018. It is based in Lausanne, Switzerland.

Who is the CEO of Neural Concept?

Pierre Baqué is the CEO of Neural Concept. The company was founded in 2018.

Where is Neural Concept located?

Neural Concept is headquartered in Lausanne, Switzerland.

What funding stage is Neural Concept at?

Neural Concept is currently at the Growth Stage stage.

How many employees does Neural Concept have?

Neural Concept has approximately 101-500 employees.

Neural Concept

Category: AI in Manufacturing

An AI-native 'Engineering Intelligence' platform that leverages Geometric Deep Learning to predict physical properties of 3D designs in real-time, enabling engineers to optimize and generate complex products instantly. Neural Concept was founded in 2018. The company is led by Pierre Baqué. Based in Lausanne, Switzerland. Team size: 101-500. Total funding raised: $138.1M. Latest round: Series C ($100.0M, Dec 2025). Key investors include Goldman Sachs Alternatives, Forestay Capital, D. E. Shaw Ventures, Alven, High-Tech Gründerfonds (HTGF), Aster Capital.

Founded: 2018
Headquarters: Lausanne, Switzerland
Team size: 101-500
Total funding: $138.1M

Value proposition

Reduces simulation time from days to seconds (up to 1000x faster than traditional CFD/FEA) and enables 'Generative Design'—allowing engineers to explore thousands of design iterations and automatically generate geometries that meet specific performance criteria.

Products and solutions

Neural Concept Shape (NCS) - Flagship Platform, AI Design Copilot (physics- and geometry-aware, CAD-ready generation; launched CES Jan 2026), 3D Deep Learning API, Predictive Simulation Library / Physics-aware Copilots

Unique value

Pioneered 'Geometric Deep Learning' (3D Deep Learning) which processes 3D data in its native non-Euclidean format (meshes/point clouds) rather than converting it to 2D images, retaining topological accuracy.

Target customer

Global OEMs and Tier 1 suppliers in Automotive, Aerospace, Consumer Electronics, and Microelectronics (e.g., Airbus, Bosch, Subaru, Safran)

Industries served

Automotive (EVs, Aerodynamics), Aerospace & Defense, Consumer Electronics (Thermal Management), Energy & Microelectronics

Technology advantage

First-mover advantage in 'Physics-Informed AI' for CAE; the platform acts as a surrogate model that learns from historical simulation data to predict physics fields (stress, heat, fluid flow) with solver-level accuracy in real-time.

How they differentiate

Pioneered 'Geometric Deep Learning' (3D-native AI) that processes raw CAD/mesh data directly without 2D conversion, enabling real-time physics prediction with solver-level accuracy.

Main competitors

PhysicsX, Monolith AI, SimScale

Key partnerships

NVIDIA (Omniverse / Inception; deep collaboration), Ansys (Software integration partner), Siemens (Digital Industries Software partner), Microsoft, AWS, Goldman Sachs Alternatives (Series C lead investor)

Notable customers

General Motors, General Electric Vernova, Subaru, Airbus, Bosch, Safran, Eaton, Leonardo Aerospace, Renault Group, Williams Racing, Racing Bulls (Visa Cash App RB F1), Hanwha Ocean

Major milestones

Opened first APAC office in Seoul (June 2026), Launched physics- and geometry-aware AI Design Copilot at CES (Jan 2026), Raised $100M Series C led by Goldman Sachs Alternatives (Dec 2025), Secured $27M Series B led by Forestay Capital (June 2024), Strategic collaboration with NVIDIA (Omniverse integration)

Growth metrics

50+ global enterprise customers; fourfold enterprise revenue growth over 18 months (as of Dec 2025); customers report ~$50M annual savings and 30-50% fewer late-stage redesigns; platform used across automotive, aerospace, energy, semiconductors.

Market positioning

Enterprise 'Engineering Intelligence' platform (moving beyond simple simulation acceleration to generative design)

Geographic focus

Europe (HQ in Switzerland), North America (US expansion focus), Asia-Pacific (strong traction in Japan)

Patents and IP

Holds patents related to 'Method for shape optimisation of a technical device' using Convolutional Neural Networks (CNNs) on surface meshes (Inventor: Pierre Baqué).

About Pierre Baqué

Pierre Baqué is the Founder and CEO of Neural Concept. He holds a PhD in Computer Vision (Deep Learning for 3D shape analysis) from EPFL and a Master's in Applied Mathematics from École Polytechnique. Prior to founding Neural Concept in 2018, he was a Visiting Research Scientist at Honeywell and a Quantitative Trading Intern at Credit Suisse.

Latest news about Neural Concept

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Official website: https://www.neuralconcept.com