Output Validation

The process of verifying that an AI agent's output meets quality, accuracy, safety, and format requirements before it's delivered to the user or passed to the next step in a workflow. Validation can be automated (schema checks, PII detection, confidence scoring, fact-checking against source documents) or human (reviewer approves before sending). Output validation is the last line of defense against hallucination, policy violations, and formatting errors in production agents.