Participated · Series A · Jul 2025

Foundation EGI offers an engineering general intelligence (EGI) platform that combines purpose-built large language models with physics-based context and engineering best practices to tackle design-to-manufacturing complexity. The platform transforms disorganized specifications, siloed tribal knowledge, and outdated instructions into succinct, structured, auditable, and human- and machine-executable workflows. It targets multiple manufacturing domains including automotive, heavy industry, appliances, power tools, and advanced manufacturing and is used at leading Fortune 500 industrial brands. The company was born from MIT cross-disciplinary research led by co-founders Wojciech Matusik and Michael Foshey and cites a 2024 paper, "Large Language Models for Design and Manufacturing," as foundational. Foundation EGI says its vision is to turn manufacturing's biggest bottlenecks into breakthroughs and enable AI-native co-design between humans and machines. Financially, the company announced an oversubscribed Series A of $23M, raising over $30M in total. Foundation EGI has launched a proprietary domain-specific large language model and agentic AI platform purpose-built for engineering and manufacturing workflows. The platform interprets complex natural-language instructions, converts them into clean, structured code and machine-executable workflows, and integrates with industry-standard design tools. Early pilots with several unnamed Fortune 500 industrial companies reportedly show reductions in design-to-manufacture cycles, fewer production errors, and faster time-to-market. The company plans to use the new funding to expand engineering and product teams, scale enterprise pilots and onboard new clients, enhance integrations with leading engineering tools, and advance its core LLM to cover more specialized manufacturing domains. Foundation EGI was co-founded by Mok Oh, Ph.D., Professor Wojciech Matusik, and Michael Foshey, and its work was catalyzed by a 2024 MIT paper titled “Large Language Models for Design and Manufacturing.”