All of the value that’s delivered from BI comes from the context, not the numbers. For decades 95% of the effort in BI has been spent in cleaning data, preparation, and visualization. But for people in the business, all of the value comes from the remaining 5% - when the numbers are connected to context in the business. It’s time for this ratio to flip.