AWS's new Forward Deployed Engineering (FDE) organization embeds AI engineers directly inside customer teams to build production-ready agentic systems, compressing implementation timelines from months to days while transferring knowledge to customer teams. The model emphasizes long-term capability building through shared development, governed knowledge graphs, and AI-powered software lifecycles. Companies including the NFL, Southwest Airlines, Ricoh, and Cox Automotive are already using this approach to accelerate production AI adoption.