Agile is a philosophy that values individuals and interactions, working software, customer collaboration, and responding to change. It aims to deliver value to customers faster through iterative development cycles. While Agile provides benefits like faster feedback and adaptation, transitioning to Agile can be challenging for established companies due to required changes in mindset, processes, and culture. Lack of documentation under Agile also poses challenges when new teams must support software later.