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Field notes from a team that builds AI products and staffs AI-fluent engineers.
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2 posts tagged forward-deployed engineers.
forward-deployed engineersAI consultingengineering hiring
Your AI Consulting Practice Has a Staffing Problem You Haven't Solved Yet
Forward-deployed engineers are the linchpin of high-value AI implementation work — but the specialist pool is shockingly thin. Here is what consulting firms need to understand before committing to this practice area.
Oct 25, 2026 5 min read
AI implementationforward-deployed engineersenterprise AI
Your AI Pilot Worked. So Why Is It Still Not in Production?
Most enterprise AI pilots never make it into live operations. The missing link isn't your model or your budget — it's a specific kind of engineer most companies haven't heard of yet.
Oct 25, 2026 6 min read