
Introduction Imagine a staggering reality where 90% of ambitious artificial intelligence (AI) initiatives fail to move beyond the pilot stage, leaving companies with sunk costs and shattered expectations. This statistic, drawn from McKinsey’s research, paints a sobering picture of the challenges in harnessing AI for business transformation. Despite the hype surrounding AI’s potential to revolutionize productivity, the gap between promise