Top 5 Ways Poor Data Quality is Sabotaging Businesses Poor-quality data can sabotage growth and are reasons to invest in improving data governance policies. However, it isn’t the amount of data collected that determines its usefulness but the quality of this data. Let’s take a look at the top 5 ways poor data can sabotage businesses.