I write about AI, conversational technologies, and business automation. My goal is to produce clear, insightful content that bridges the gap between technology and real-world business applications. I enjoy exploring how organizations can use chatbots, data analytics, and knowledge systems to improve efficiency and deliver better customer experiences.