NVIDIA and over a dozen engineering software providers are showcasing autonomous AI agents that automate end-to-end industrial workflows at GTC Taipei. These AI engineers, based on NVIDIA NemoClaw, are designed to streamline tasks like computer-aided design, simulation setup, and post-processing. The platform includes a flexible harness for integration with orchestration frameworks, a model router, and NVIDIA NeMo libraries for customization. Users can deploy NemoClaw through NVIDIA DGX Spark systems, enterprise data centers, or cloud service providers. NVIDIA OpenShell, the open-source runtime at the core, enforces security policies across file access, network interactions, and tool usage.
Industrial software leaders are building AI engineers for use cases in automotive, aerospace, semiconductors, and manufacturing. Cadence is developing an autonomous register-transfer level (RTL) engineer using NemoClaw to cut RTL verification time from weeks to hours. Dassault Systèmes is productizing the 3DEXPERIENCE Agentic Platform with NemoClaw and OpenShell for secure, long-running agents. Siemens is integrating NemoClaw into Fuse EDA AI Agent to orchestrate multi-tool workflows across semiconductor and PCB design. Synopsys is using NemoClaw to apply agents to end-to-end engineering workflows, including Ansys Icepak for GPU electronics cooling design.
NVIDIA NemoClaw enables startups to build AI engineers for diverse workflows. Flexcompute is using OpenShell for Tidy3D and PhotonForge agents to simulate multiphysics co-packaged optics design. Luminary is developing an AI engineer to reduce training time for physics models by automating data generation and model selection. Neural Concept is deploying an agent to chain electromagnetic, structural, and noise, vibration, and harness simulations. nTop is using NemoClaw to compress geometry iteration from days to hours. PhysicsX is collaborating with Microsoft to automate thermal simulation for consumer devices like Surface laptops. P-1 AI is building Archie, an AI engineer for data center cooling and future automotive and aerospace applications. SimScale is adopting NemoClaw to automate noise, vibration, and harshness analysis. Synera is creating an engineering agent for injection molding using Autodesk Moldflow, NVIDIA OpenShell, and Nemotron models.
Source: nvidia