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. The shift mirrors what my colleague Swami Sivasubramanian outlined in How Frontier Teams Are Reinventing AI-Native Development: real productivity gains come from reimagining how software gets built, not from layering AI onto existing workflows.
This is a companion discussion topic for the original entry at https://aws.amazon.com/blogs/machine-learning/built-from-the-inside-out-how-aws-professional-services-became-a-frontier-team-first/