Public LLMs are trained exclusively on publicly available data, which sometimes lacks the depth needed for specialized, sensitive tasks. As a result, they may fall short of delivering highly accurate answers for more complex or proprietary needs. For organizations that prioritize secure, accurate insights, setting up a private LLM might be a valuable next step

AI agents are autonomous systems designed to perform tasks and achieve specific goals. Unlike traditional software, which operates based on predefined rules, AI agents adapt, learn, and improve over time through data and real-world experiences.