Why Most Enterprise Agent Pilots Never Reach Deployment

Deloitte and Teradata research show that while 78% of enterprises pilot AI agents, only about 14% scale them to full deployment due to issues beyond model capability, including data access, evaluation, and operational challenges. Key blockers include scope creep, inadequate data infrastructure, and lack of automated evaluation, with only a minority of projects reaching production and positive ROI.