Anthropic’s Kevin Bai says forward deployed engineering is becoming central to AI sales
AI Engineer · youtube · 2026-07-28
Anthropic’s Kevin Bai explains why forward deployed engineering is becoming central to AI sales
In this talk, Kevin Bai argues that forward deployed engineering (FDE) sits between software and services: the customer is not buying a self-serve product, but an outcome built by engineers on top of a reusable platform.
Main points
- FDE matters when the buyer is non-technical and the product is too complex to deploy alone.
- The Palantir model worked because it paired customer-facing engineers with reusable building blocks, not one-off custom work.
- The danger is turning FDE into pure bespoke consulting; each deal must still reinforce a platform.
- Bai says the rise of agentic building changes the landscape, making this motion more central to how software gets sold.
The video includes a full agenda, timestamps, and speaker links, and frames FDE as a way to win large enterprise contracts that pure self-serve motions often miss.
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