This article examines how data science and AI change the metaverse and its effects on society and corporations. It shows how AI-powered tech creates complex virtual worlds and clever agents, improving human engagement in these online places. The paper examines data science and AI ethics, including security, privacy, and algorithmic bias, to emphasize the need for ethical norms and open practices. The essay discusses AI's merits and cons in the metaverse, including job creation, creativity, data exploitation, and displacement. This research shows how data science and artificial intelligence will impact industry, societal norms, and global problem-solving in the metaverse. It also warns against unregulated technological advancement.