The accelerating emergence of machine learning systems is fundamentally transforming how organizations operate . Previously reliant on conventional processes, firms are now increasingly adopting AI-powered tools to optimize efficiency , gain a market position, and fuel innovation . This shift necessitates a thorough review of existing commercial fr