Blog

AI Agent Glossary

Guardrails

Rules or classifiers that constrain what an agent may do, say or access.

Guardrails are checks applied outside the model: input filters (prompt-injection detection), output validators (schema, policy classifiers), tool permission lists, spend and step limits, and sandboxes. They are the mechanism by which a team converts an unreliable model into a bounded system. Gartner cites 'inadequate risk controls' as one of three reasons it expects >40% of agentic projects to be cancelled by 2027.

Source: Gartner Predicts Over 40% of Agentic AI Projects Will Be Canceled by End of 2027 — Gartner

See the numbers behind this term: AI Agent Statistics 2026.