An AI agent company specializes in building autonomous systems that perceive environments, make decisions, and take actions without human intervention. These companies develop agents using AI techniques such as reinforcement learning, symbolic reasoning, and multi-agent frameworks to handle tasks across virtual and physical environments. Applications include robotic process automation, intelligent assistants, decision support systems, and simulation-based planning. The companies ensure agents can adapt to dynamic inputs, learn from outcomes, and collaborate with other systems. AI agents are designed to operate in complex settings, from customer support to industrial automation, offering solutions that enhance efficiency and reduce manual workload.