Proving AI Agent Reliability: Quality, Safety, and Observability at Scale

Moving AI agents to production requires proof of reliability beyond answer quality. This evaluation framework integrates quality metrics (task completion, tool accuracy), safety scanning through red-team strategies, and observability via Azure AI Foundry. Teams can now validate behavior changes and ensure compliance before shipping AI agents.