Poor data quality is often the number one issue listed as the cause of frustration and
failure for new system implementations, bad business decisions, poor customer service
and ineffective marketing efforts.
It is often said that organizations don't know if they have data issues; whether data
quality problems, or have non-standard data, or data isn't synchronized between all of
the systems, or there isn't a common way to describe things across the enterprise.