


Flower is the leading open-source framework for training better AI on distributed data using federated learning and other privacy-enhancing technologies. Industry leaders use Flower to easily collaborate on model training and are starting to transform high-value verticals like telecommunications (Nokia), healthcare (Owkin), finance (stealth), automotive (Porsche), and personal computing (Mozilla). All AI today is based on public data, imagine where AI could be if it used all of the worlds’ distributed private data.
FurtherAI builds AI Assistants for commercial insurance. They automate underwriting, policy comparison, and submission processing, eliminating manual work and making insurance operations faster and more efficient.
Xapien is AI-powered research and due diligence tool goes faster than manual research and beyond traditional database checks. Xapien is a research and due diligence platform that combines artificial intelligence and natural language processing to emulate the traditionally complex research and report writing process. It goes beyond standard database screening and is significantly faster than manual web searches. Xapien is backed by YFM Equity Partners, D2 Fund, and a group of angel investors. Their team brings together experts from diverse fields, including third-party risk management, law firms, financial services, fintech, and technology companies such as Google.