95.2% of working data practitioners pointed to training, people, time, requirements, or ownership. One in twenty pointed at tools. I’ll let that sink in for a bit. If you’ve sat through a vendor pitch in the last twelve months, this number should annoy somebody. Probably some vendors. Almost certainly not the practitioners answering the pulse survey.