The big problem is that organizations are spending too much time and money manually creating data annotations and labels that they will never use. By some estimates, organizations never use 95% of their data annotations, representing a huge waste of resources.  In fact, one organization I’ve talked to in the last year told me they throw away 499 out of every 500 annotations.  What a waste!