We are building an AI system based on a fundamentally new approach that goes beyond LLMs, aimed at providing novel capabilities. These include performing multi-step analysis, providing a verifiable reasoning path, citing sources, and assessing uncertainty. We envision applications supporting analysis and research in domains such as Finance, Strategy Consulting, Engineering, Material Sciences, and more.