Autonomous AI Ops creates compounding financial exposure the moment its decision scope exceeds the cost a team can absorb in a single incident. That threshold, in the production system.
When Automation Becomes a Liability: The Case for Human Oversight in AI Ops
Autonomous AI Ops creates compounding financial exposure the moment its decision scope exceeds the cost a team can absorb in a single incident. That threshold, in production systems we have instrumented, is not theoretical. The $50,000 monthly blast radius is the point at which an unchecked autonomous action stops being an operational inconvenience and starts being a budget event that requires executive escalation.
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