Author: Hassan El Malki – Affiliation: Independent Researcher Abstract Data analytics has moved from the margins of management to the center of strategic decision-making. In many industries, firms that use data well outperform those that do not, not only by improving efficiency but also by shaping markets, customer expectations, and even regulatory debates. This article explores how data analytics can become a source of strategic advantage, rather than just an operational too