With the increasing possibilities to accurately measure company performance, KPI tracking and data-driven management are gaining popularity. We developed a framework, “the Dear Lucy KPI management maturity model”, that describes the typical stages of maturity in managing businesses with KPIs. The framework also lays out a roadmap for those who want to take their organization to the next level in smooth and efficient KPI management.