Swarbhanu Chatterjee, PhD, is the CEO and Founder of Aveti AI, a company developing data- and IP-secure AI systems running entirely on-premises powered by proprietary local models and knowledge graph networks. Its flagship medical AI co-pilot, Answer Seeker AI, allows companies to load all internal documents into a unified AI “memory” with an infinitely scalable context window, enabling instant question-answering and analysis on the entire knowledge base at once. With over a decade of experience building high-performance AI systems, Swarbhanu has led projects across startups and global enterprises, among them PwC and American Express, helping organizations streamline workflows. He is also a member of Explainambiguity, an AI think tank in Rome, Italy, specializing in the sustainable use of AI in pharma. The group regularly publishes in peer-reviewed medical journals in both English and Italian, advising companies in the pharma, medical device, and related sectors in the EU.
It's not a mystery — it’s a flaw in how knowledge is managed, where the greatest discoveries are hidden by the friction between what we already know and what we can find. Fixing it does not require more data; it requires systems capable of understanding the data.