manufacturing

Mistral has acquired Emmi AI and launched physics AI models that predict structural, thermal, and fluid dynamics behavior in seconds on a single GPU, compared to hours-to-weeks for traditional solvers. The company is targeting aerospace, automotive, semiconductor, and energy sectors with partners including ASML, Airbus, Safran, and Siemens Energy.

AWS released multimodal embedding capabilities for Amazon Nova on Bedrock, allowing manufacturing organizations to retrieve information from technical documents that combine text, engineering diagrams, and images. The model supports configurable dimensions from 256 to 3072 and processes text, images, and multi-page documents into a shared vector space.

ABB and NVIDIA have partnered to deploy physical AI simulation in factory automation, addressing the critical sim-to-real gap that has limited intelligent robotics deployment. The approach uses digital physics simulation to train models that transfer reliably to actual factory floors, reducing production hurdles and securing measurable ROI.