Palantir’s fondness for French food cooked up tech’s latest fad – forward-deployed engineers
"Forward-deployed engineers" have become technology's latest buzzword as AWS and Microsoft invest billions in embedding top consultants with clients to help them build artificial intelligence applications. The practice reflects a broader industry struggle: organisations often fail to turn AI experiments into functioning production systems, making hands-on expert guidance essential. Palantir, credited with coining the term in 2007, argues that direct engineer involvement builds customer understanding and ensures software solves real problems rather than theoretical ones.
The concept originated from Palantir CTO Shyam Sankar's reflection on French restaurants, where wait staff understand kitchen operations so intimately they're effectively part of the cooking process. AWS has committed $1 billion to its dedicated FDE organisation, launching in June, whilst Microsoft announced a $2.5 billion "Frontier Company" in July. However, the practice itself is far from novel: companies including DoIT have embedded specialists since 2011, and AWS operated its ML Solutions Lab from 2017, using various names such as "secondment" and "resident architect" before adopting the FDE terminology.
- AWS and Microsoft investing billions in embedded tech consultants as AI adoption struggles
- "Forward-deployed engineers" terminology coined by Palantir in 2007, inspired by French restaurants
- Practice is longstanding but newly branded with FDE term
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Forward-deployed engineers are technology specialists who work directly inside client organisations to help them develop artificial intelligence systems that actually function. Many organisations struggle to convert AI experiments into working products, and having dedicated expert engineers embedded in their teams provides the guidance and practical support needed to succeed.
The term was coined by Palantir, a software company, in 2007. The concept is inspired by how experienced wait staff in fine restaurants understand kitchen operations so thoroughly they become integral to the cooking process. This reflects the belief that direct engineer involvement builds a deeper understanding of what clients actually need and ensures solutions address real problems rather than theoretical ones.
What was once a specialist practice is becoming mainstream. Major cloud computing providers have recently committed substantial resources to formalising this approach, recognising that hands-on expert support has become essential to helping organisations successfully implement artificial intelligence technologies.