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gNucleus is an end-to-end engineering AI platform designed specifically for mechanical design and simulation workflows. It integrates a self-developed generative engineering large model, an AI agent suite, and specialized data annotation and evaluation services. The platform supports flexible deployment on private clouds or hosted cloud environments, providing AI-driven engineering automation capabilities for industries such as automotive, robotics, and consumer electronics.

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What is gNucleus?

The gNucleus platform leverages a proprietary family of multimodal generative engineering large models, enabling direct generation of parametric CAD parts and assemblies from inputs such as text, images, DXF files, and PDFs—compatible with formats including SolidWorks, Catia, FreeCAD, and STEP/STL. It can also execute multi-physics simulation workflows using mainstream CAE tools like Ansys and Altair. Its AI agents cover the entire lifecycle—from design specification generation and CAD modeling to simulation execution and result optimization—while offering professional data annotation and evaluation services tailored to CAD and simulation datasets, ensuring high-quality model training and validation. The platform supports LoRA and direct fine-tuning, and offers multi-cloud deployment across all major cloud providers, meeting enterprises’ stringent requirements for data security, compliance, and computational elasticity.

Key features

  • CAD Agent: Supports generating feature-driven, precisely parameterized CAD parts and assemblies from text, images, and DXF files, compatible with native formats like Catia and SolidWorks, as well as universal formats such as STEP and STL.

  • Simulation Agent: Automatically invokes mainstream CAE tools like Ansys and Altair to execute multi-physics simulation workflows—including structural, thermal, and fluid analyses—and provides expert-level improvement recommendations through the Optimization Agent.

Use cases and audience

Engineering teams in industries such as automotive, robotics, and consumer electronics that require AI-accelerated design and simulation workflows.

  • Accelerate the design cycles of automotive powertrains, body panels, and chassis components, shortening time-to-market.
  • Accelerate the development of robotic manipulators, actuators, and control mechanisms
  • Generate high-fidelity, production-ready assemblies for IoT and wearable devices, achieving AI-optimized parameter accuracy
Input

Text descriptions, images (PNG/JPG), DXF files, PDF documents, native CAD formats (Catia/SolidWorks/FreeCAD), and universal formats (STEP/STL).

Output

Feature-driven, parametric CAD parts and assemblies (including automatic component placement and mating constraints), editable 2D sketches and 3D solid models, multi-physics simulation results, and expert-level optimization suggestions.

Frequently asked questions

Does the trial offer a free quota?

Yes, register to receive 150 free credits for CAD-AI generation; follow us on LinkedIn or Twitter to earn an additional 400+ credits.

Does it support private cloud deployment to ensure data security and compliance?

Yes, it supports deployment on customers’ private cloud infrastructures, ensuring data security and compliance while leveraging powerful AI capabilities.

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