Allen Institute for AI is a Seattle-based non-profit AI research institute and startup backer founded in 2014. It is relevant for U.S. seed-stage AI and machine learning companies, especially teams commercializing applied or foundational AI research, open models, scientific AI tools, multimodal systems, data infrastructure, and robotics-oriented technologies.