AI projects fail to deliver roi due to poor execution

Most AI initiatives fail to deliver return on investment because of inadequate planning, poor data quality, and misaligned business goals. Companies that integrate AI with clear KPIs and user feedback see measurable business outcomes. The fix lies in early stakeholder alignment and iterative validation before scaling.