The ghost in the machine: Why AI ROI dies at the human finish line

An operations leader recounts a story from Amazon where a predictive analytics tool promising large savings was ignored by floor managers who relied on “gut feelings” and sticky notes. The author argues that in enterprise technology projects the primary failure mode is human distrust and resistance to change—not technical defects—and warns that organizational and psychological factors undermine the value of modern data stack migrations.