Enterprise AI Incident Response Playbook: A Severity Framework for Non-Deterministic Systems

At 2:47 AM, the on-call engineer gets paged. Error rate spike on the customer-facing AI assistant. They check the logs, see a cluster of failed requests, trace it to a model serving timeout, restart t