Its offerings combine engineering data labeling and evaluation services with a family of purpose-built, multimodal generative AI models. Customers can train and serve proprietary models using their engineering data, fine-tune models directly or with LoRA, and deploy solutions across major cloud providers or on private cloud infrastructure.

The platform’s AI agents support multiple stages of product development. The Design Spec Agent generates engineering specifications with key parameters and constraints, while the CAD Agent creates feature-based parts and assemblies from text, images, or DXF files. Image-to-CAD tools convert PDFs, drawings, and images into editable sketches and 3D models. Simulation agents run multi-physics workflows with tools including Ansys and Altair, and Optimization agents interpret results and recommend improvements.

gNucleus serves sectors such as automotive, robotics, and consumer electronics. Its capabilities include parametric CAD generation, assembly creation, simulation automation, and design optimization.