In today's digital landscape, organizations are increasingly turning to artificial intelligence (AI) and machine learning (ML) to gain valuable insights, improve decision-making, and drive innovation. However, the success of AI and ML initiatives hinges on the effective utilization of data. In this article, we delve into the world of data-driven AI and ML strategies, exploring the benefits, challenges, and best practices for leveraging data to maximize the potential of these technologies. We draw insights from an expert to shed light on the key considerations and approaches for implementing data-driven AI and ML strategies.