Cost reduction: Data modeling may seem like an extra step in the process, but it is a cost-effective one. The process can prevent potential oversights and glitches that often cost companies dearly.

In 2022, for example, Equifax provided millions of individuals with erroneous credit scores when they applied for credit cards, mortgages and auto loans. The aftermath of this technical glitch led ...