Fast. Confident. Wrong.

AI does not fix bad data. It inherits it, acts on it at machine speed, and sounds certain doing it. By the time the error surfaces in the numbers, it is already inside decisions that are hard to reverse, and sometimes the business does not survive it.

The full analysis covers how contaminated foundational data compounds in automated decisioning, the documented cases where it has already gone wrong, and the discipline that separates a system you can trust from one that is merely fast.