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Applied AI·July 30, 2026·1 min read

Forward-deployed engineers are the AI industry’s latest talent obsession

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If only ~2,000 U.S. engineers can reliably deliver AI ROI, the bottleneck isn’t models—it’s embedded implementation talent. Enterprises should stop chasing generic ‘AI hires’ and instead build pods of forward-deployed engineers tied directly to P&L owners.

Applied AI

Sources: a group of banks is in talks to lend $15B to Nexus to build a Texas data center; Anthropic will lease it and Google has provided financial guarantees

A $15B debt-financed Texas data center with Anthropic as tenant and Google backstopping power and lease risk means AI infra is now project-finance-grade industrial real estate. If you run large AI workloads, start treating power, guarantees, and long-term offtake as board-level levers, not procurement line items.