An AI agent company specializes in designing and deploying intelligent software agents that perform autonomous tasks, make data-driven decisions, and interact with users or systems without human intervention. These companies utilize machine learning (ML), deep learning, natural language processing (NLP), and reinforcement learning to develop AI-powered virtual assistants, automation tools, and decision-support systems. AI agents are used across various industries, including finance, healthcare, customer service, cybersecurity, and supply chain management, to enhance operational efficiency and improve decision-making. These companies focus on creating AI solutions that can adapt, learn from user interactions, and optimize processes, making businesses more efficient, data-driven, and innovative in their approach to automation and digital transformation.