The point of guardrails is not to block output — it’s to keep systems safe while letting operators move fast. In practice we layer: intent gating, policy prompts, structured outputs, and tiered reviews based on risk and confidence. Anything sensitive leaves a trail you can audit.
This approach keeps adoption high because teams keep control, and it reduces surprises because high-risk actions meet higher scrutiny.