The requirement for data-informed decisions extends across the campus, including academic advising for student success; donor selection for advancement fund-raising campaign; energy conservation and facilities utilization programming; budget allocation and expenditure control. However, each of these examples contains a major assumption—that the underlying data are both trustworthy and the highest quality available.