AI Agent Budget Breach Scenario

What happens when an AI agent exceeds its budget ceiling? This scenario walks through the escalation flow: the agent receives a budget exceeded error, triggers an alert to the human operator, and defaults to read-only mode pending approval.

This is one of the most common failure modes in agent spending. Sipi Bot's circuit breaker automatically detects the breach, logs the incident, and prevents further spending until the ceiling is reset.