The rapid emergence of intelligent systems is fundamentally altering how organizations operate . Firms are now progressively utilizing AI-powered tools to improve operations, gain a market position , and drive fresh ideas. From automating repetitive tasks to delivering personalized customer experiences , AI is no longer a distant possibility but a