A Christian & Timbers study finds just 2,000 elite forward-deployed engineers (FDEs) in the U.S. yet projects demand will jump 2,100% by year-end as companies race to turn AI pilots into revenue-generating workflows. Enterprises and AI firms are building in-house FDE teams to protect proprietary processes and deliver tens of millions in ROI.