What Are AI Guardrails? How Production Systems Control Model Behavior

AI guardrails are layered controls designed to regulate inputs, actions, outputs, and escalation in AI systems, ensuring trustworthy and verifiable behavior separate from the model itself. They involve a five-stage process from classifying requests to escalating and improving outcomes, distinct from simple prompt-based controls.