A simple query can tell you that a data element is populated most of the time and contains the letters “A” through “J” distributed roughly evenly. But that simple query cannot tell you whether those are the values that the data element is supposed to contain.
Artificial intelligence and machine learning are two hong kong whatsapp number data of today’s most exciting and potentially impactful technologies, yet take for granted the existence of a foundation of data understanding that has often not been built. And without that foundation these efforts are likely to fail. will yield unexpected, likely incorrect, and potentially misleading results.
In short, the benefits of information management lie at the far side of a chasm which many organizations have yet to cross. The results can be seen in the high failure rates of data warehouse, data quality, analytics, and AI/ML projects. It is a spectacularly poor track record that is too easily accepted as “normal.”