AI recommendations without a named human owner create liability, not efficiency

AI recommendations without a named human owner create liability, not efficiency
Advisory firms that deploy AI without assigning final decision authority to a named human are creating accountability gaps that will surface when an AI-informed recommendation produces a bad outcome. Decision ownership is not bureaucracy. It is the structural condition for AI to function safely in client-facing work.
Kamyar Shah, Fractional Strategy Consultant, World Consulting Group.