Big data and analytics are essential for transforming company performance and achieving competitive differentiation. To effectively utilize these resources, companies must focus on selecting appropriate data, building predictive models, and enhancing their internal capabilities. A successful implementation involves aligning analytics with daily business processes and fostering a culture of data-driven decision-making.