Artificial intelligence (AI) has moved beyond a mere technological novelty to become the primary driver of business transformation. In recent years, global industry has experienced rapid evolution, marked by the emergence of tools capable of automating operational tasks and optimizing processes . However, the Latin American market is now at a turning point where experimentation is giving way to strategic implementation and the need to manage the true fuel of this technology: data .