AI Agent Governance: Bounded Autonomy, Governance Agents, and the Enterprise Production Scaling Gap

MIT reports ~95% of AI pilots fail to deliver value, and Gartner predicts 40% of agentic AI projects will be canceled by 2027. The gap isn't model quality — it's governance. Here are the bounded autonomy patterns that work.