Many enterprises are stuck in AI pilot mode due to three main hurdles: unreliable data stemming from weak governance, a talent shortage in data science, and outdated organizational structures. Successful AI adoption requires treating it as a transformation initiative, investing in data quality, and integrating AI teams with core business functions.