Alteryx Research Finds Trust and Data Quality Gaps Stalling Enterprise AI Pilot Scaling

Summary

Alteryx published research based on a Coleman Parkes survey of 1,400 business leaders and IT decision makers revealing that despite heavy investment in AI and automation, most enterprises are failing to move AI beyond pilot programs. Fewer than one in four AI pilots successfully operationalize into production, held back by low trust in AI outputs, poor data quality, and legacy technology that cannot support scale. Only 28% of respondents trust AI to support decision-making, and just 27% trust it