Shadow AI is often a symptom of workflow friction. This guide shows leaders and business analysts how to find unofficial AI use, classify consequence, and turn unmet demand into governed improvement.
Compliance by design turns obligations into testable product, data, architecture and operating requirements before late reviews make change expensive.