In the rapidly evolving landscape of artificial intelligence, AI agents built on large language models (LLMs) and enhanced with Retrieval Augmented Generation (RAG) are revolutionizing how businesses drive value from their corporate data. These systems are transforming decision-making processes, automating complex tasks, and lowing the barrier to entry to discover and AI enable enterprise data. Let's explore how these AI agents work, their applications in corporate settings, and the benefits they bring to organizations.