Introduction Artificial intelligence is transforming industries by improving efficiency, enhancing customer experiences, and enabling data-driven decision-making. Yet, despite significant investments, many AI initiatives fail to deliver the expected business outcomes. Common reasons include unclear objectives, poor data quality, lack of executive support, and inadequate implementation...