It’s often said that we’ve entered an era where every company is a data company. But translating troves of data into actionable insights can be a chaotic task. It’s not uncommon to hear questions such as these tossed around by the individuals trying to make sense of the data: What does this column sales_2019 mean? Our revenue numbers on this dashboard look off. How exactly do we measure ARR?