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The Engineering Intelligence Layer

The platform for AI-native engineering

Your CAD, CAE and PLM, connected and intelligent.

Physics-aware

AI that understands geometry, physics and your design rules.

Modular

Workflows that keep pace with your programs.

End to end

From requirements to manufacturing.

  • Team Works in silos. Shared context for every expert
  • Enterprise AI Has no engineering context. Augmented with engineering intelligence
  • Enterprise knowledge & data Are spread across systems. Kept yours, and reused
  • Engineering tools Are bridged by hand. Stay in place, now connected
  • Compute Is used in isolation. Flexible enterprise deployment
  1. 01

    Human-Agent interfaces

    A new way of designing products, with the right experience for every team.

    1. AI IDE extension

      For automation experts

      Build agentic automation in Cursor, Codex, Claude Code and the coding tools you already use.

    2. Design Copilot

      For designers

      Create, refine and iterate on CAD from a simple prompt.

    3. Design Studio

      For engineers

      Run and orchestrate multi-stage, multi-component, multi-physics design campaigns.

    4. Apps

      For the whole organization

      Access shared AI insights and purpose-built tools, with no code required.

  2. 02

    Engineering Intelligences

    New cognitive capabilities for your general-purpose agents to understand geometry, predict physics and learn how you engineer.

    1. Geometry Intelligence

      CAD understanding, design variant generation, shape morphing and simulation-ready conversion, so your designers explore and simulate designs at a new speed and scale.

    2. Physics Intelligence

      Near real-time performance prediction with physics AI, design comparison and optimization, combined with your trusted solvers, letting your engineers evaluate more designs, earlier.

    3. Program Intelligence

      Structured knowledge of your design rules, constraints, requirements and past decisions, so agents follow your engineering intent and steer campaigns alongside your teams.

  3. 03

    Integration, scalability and observability

    The infrastructure to bring intelligence to your stack, scale your campaigns and trace every result.

    1. Connectors · MCP bridge · Model selector

      Integration

      Read from and write back to your CAD, CAE and PLM. Plug in the models and agents you prefer, from NVIDIA PhysicsNeMo to Anthropic or OpenAI.

    2. Campaign manager · App manager

      Scalability

      Run design campaigns at scale on your own HPC or cloud, and deploy apps across the organization.

    3. Data management

      Observability

      Trace every run, model and result, and inspect or replace any component.

Security & enterprise deployment

Built for your most
sensitive programs

  1. Certified Security

    ISO/IEC 27001:2022, audited by a third party.

  2. Flexible Deployment

    Deploy on AWS, Azure, on-premise or your own HPC, with GPU and Kubernetes support. Neural Concept runs where your data already lives.

  3. Data Ownership

    Your security and governance rules apply. What the platform learns from your data, and every model built from it, stays yours.

  4. Access Control

    Role-based permissions across projects, data and campaigns.

The more complex your engineering challenge,
the more Engineering Intelligence matters.

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