AI Governance and Risk ManagementHow ISO 24970 and prEN 18229-1 Turn Post-Deployment Chaos Into Auditable Evidence
When AI Systems Fail, Logs Tell the Story Your AI system just flagged 300 legitimate transactions as fraud. A biometric authentication tool locked out half your workforce. A content moderation model started removing benign posts at twice the normal rate. In each case, the first question from your board, your regulator, or your customer is the same: what happened? Without structured logs, you have no answer. Without a logging framework that captures the right events at the right resolution, […]
