Cleaning Your Data Is Killing Your AI. Do This Instead.
Most AI teams clean data by deleting what looks messy — but that destroys the very information models need to handle real-world inputs. The real deliverable isn’t a pristine dataset. It’s a set of versioned, reversible rules that preserve business context. Stop cleaning. Start encoding.