Aquarium is a company focused on accelerating the process of building and deploying production AI systems. Over the years, they have collaborated with AI teams working in areas like computer vision and natural language processing, helping improve AI system quality swiftly. Recently, Aquarium joined forces with Notion, recognizing the potential to utilize generative AI to benefit over 100 million users. Aquarium has expertise in AI retrieval technology and will contribute to Notion's vision of integrating AI across a wide range of users. As part of this new direction, Aquarium decided to wind down its products to join the Notion AI team, aiming to make AI an integral and useful aspect of daily life.