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Built from the inside out: How AWS Professional Services became a frontier team first

TL;DR

AWS Professional Services (AWS ProServe) compressed engagement timelines from months to days, not by adding artificial intelligence (AI) tools to an existing process, but by fundamentally rebuilding how we deliver from the inside out. In this post, we share how AWS ProServe became a frontier team, the practices that enabled it, and what your engineering organization can take from our experience.

Nauti's Take

The real move: AWS is not selling AI magic, it is selling operational discipline with sharper tools. If you paste agents onto old approval loops, you get faster meetings.

Rebuild delivery, roles, and decision paths, and suddenly customers can feel the speed.

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