Amazon Web Services (AWS) announces it is committing $1 billion to create a new unit focused on embedding AI engineers with enterprise customers. Multiple outlets report the plan will involve sending teams of AWS engineers to work inside client organizations for defined, time-limited periods, described as 45-day sprints. According to Quartz, the effort is positioned as a “forward deployed” model, with engineers placed directly within customer businesses rather than working solely through remote support. Other coverage, including The Hindu and Channel NewsAsia, ties the announcement to a two-day AWS customer event in Washington, where Amazon is expected to make additional statements related to government cloud offerings. The Next Web frames the initiative as a replication of a deployment approach previously associated with Palantir and later adopted by other AI-focused companies such as OpenAI and Anthropic. While outlets vary in depth, they broadly align on the same core elements: a $1 billion commitment, a dedicated AWS unit, and the placement of engineers within customer teams for short sprints.