The Exponential Cost of Data Quality: Why Bad Data Creates False Confidence

Data quality errors compound dramatically in cost over time, from $1 to fix immediately to $100+ weeks later. Bad data creates an illusion of knowledge that leads to poor business decisions and missed opportunities. The article argues that data's compounding returns work equally well in reverse—amplifying the damage of inaccuracy.