Why transparent AI matters for enterprise trust

Black box AI models block enterprise trust because they provide answers without explanations. 40% of organizations cite explainability as a trust barrier. Businesses need transparent systems that show how decisions are made, similar to academic citation standards. New technologies and regulations already support this accountability.