The rise of the Forward Deployed Engineer: the new role AI is creating
Pavan_Belagatti · x · 2026-09-30
An article on the rise of the Forward Deployed Engineer (FDE): AI is changing where engineers work, how closely they work with customers, and what it takes to get solutions into production.
Key points:
- FDEs don't just hand over a product; they embed in the customer's environment, find the real problem, write code that fits existing systems, and make it reliable for daily use.
- The role combines software engineering, business discovery, and product feedback.
- Example: an AI agent for incident investigation sounds simple — the real challenge is fitting a company's own data, permissions, workflows, and security rules.
- A six-stage workflow runs from discovery through production deployment to reusable product learning, with measurable customer outcomes as the success bar.
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