Azure-Centric AI and Bot Development focuses on creating intelligent applications using Microsoft Azure. It integrates artificial intelligence, machine learning, and bot technologies, leveraging Azure's cloud capabilities to develop responsive AI systems and conversational bots. The area includes the use of various programming frameworks and tools to enhance interactions and operational efficiency across multiple platforms like SharePoint and Microsoft Teams.