Companies often struggle with analytics strategies, mistaking complexity for effectiveness. To simplify their approach, businesses should create a data supply chain that enables faster insights and adopt outcome-driven analytics methods. Discovery-based and hypothesis-based approaches can guide organizations in uncovering actionable insights from their data.