Supervised models would also require a lot more human labour, and the goal of most machine learning projects is to achieve cost-savings by eliminating human labour.
Up front, yes, but long term, I wholly disagree. A model that performs at 95% or higher will assuredly eliminate human work, no matter how many interns you enlist to label the data.