Data aggregation platform for company documents, guidelines, and other sources (such as email, slack, external services, open searches, etc.) into a complex knowledge base powering a multi-agent AI engine able to search through and answer questions based on those sources using RAG techniques. Platform provides the ability to create separate projects with dedicated knowledge bases and different access levels for users as well as insight sharing by saving generated answers into collaborative space.