The goal of this article is a guideline for building out a scalable business analytics framework for the modern business stack. The article is broken into three sections: Data, Analytics, and Infrastructure Strategies. — Quick Intro: Data-driven decision-making is a fundamental element of business growth. Moreover, the field is undergoing a revival due to many concurrent industry trends including the proliferation of APIs/digital data, increased basic coding literacy of new workforce entrants (high school and college grads), and new business team structures (such as Fusion Teams).