The Cost of Bad Data

Technical debt gets all the attention. Engineers love talking about refactoring, code smells, and "paying down tech debt." But there's a far more dangerous form of debt hiding in most organizations, and almost nobody talks about it: data debt.

Technical debt means your code is messy and hard to change. Data debt means your data is wrong and hard to trust. One makes developers slower. The other makes entire businesses make wrong decisions. Guess which one costs more.

Data Debt Compounds Faster

Technical debt is linear. A messy codebase makes future changes take 2x or 3x longer. That's painful but predictable.

Data debt is exponential. Bad data feeds into reports, which feed into decisions, which generate more data, which feeds into more reports. Each cycle amplifies the error. O