AI has moved beyond chatbots to systems of specialized agents that plan, coordinate and execute complex tasks. New models from Anthropic, OpenAI and Google, combined with research on scaling and collaboration, show both promise and pitfalls for enterprise adoption. Companies must address coordination, security and governance to realize gains.