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Who really needs Forward Deployed Engineers around AI?

Major tech firms are heavily investing in Forward Deployed Engineers to help enterprises implement AI. AWS pledged $1 billion, OpenAI acquired deployment specialist Tomoro, and Microsoft announced a $3.5 billion AI delivery unit. FDEs embed within companies to bridge the gap between probabilistic AI systems and deterministic business environments. However, heavy reliance on FDEs signals AI market immaturity — as the technology matures, standardized deployment should reduce dependence on specialized human intervention.