On March 14, 2024, our production AI customer support chatbot leaked 1,247 unique PII records (including SSNs, unmasked credit card numbers, and internal API keys) to 892 end users over a 72-hour window. This wasn't a prompt injection attack, a database breach, or a misconfigured permission: it was a systemic failure of our LLM guardrail pipeline...