Data Bricklaying Diary

Aug 28, 2026 · Industry Insights

FDE Isn't On-Site Development: Why Enterprise AI Needs Ownership from Problem to Production

This article defines the Forward Deployed Engineer (FDE) as a closed-loop responsibility model for enterprise AI, distinguishing it from on-site development by emphasizing end-to-end accountability from ambiguous problems through production validation, handover, and product feedback, and outlines when and why organizations need this role.