Amazon Web Services said in late June it would spend $1 billion embedding thousands of engineers with customers to build AI systems, joining a wave of similar bets by rivals.
The AWS Forward Deployed Engineering (FDE) organization, announced June 30 at AWS Summit Washington, D.C., sends pods of roughly five or six engineers into customer environments for engagements of about 45 days, working alongside customers’ business, engineering and security teams to build production “agentic” AI systems, ones that can perform tasks and make decisions with limited human oversight. AWS said the model is designed to leave customers self-sufficient, with deployed systems, technical documentation, a governed knowledge graph and trained staff rather than an ongoing consulting relationship.
AWS Vice President Francessca Vasquez said the unit would be seeded with “thousands” of forward-deployed engineers from day one, some hired externally and others moved from existing AWS teams. Customers already working with FDE teams include the Allen Institute, Cox Automotive, the National Basketball Association, the National Football League, Ricoh and Southwest Airlines. NFL Chief Information Officer Gary Brantley said the partnership let the league launch fan-facing products, including NFL Fantasy AI and NFL IQ, into production within weeks.
AWS’s investment is the smallest of several similar moves by major technology companies this year. OpenAI has committed 4 billion dollars and Anthropic 1.5 billion dollars to comparable forward-deployed engineering efforts, while Microsoft has pledged 2.5 billion dollars to embed engineers with its own customers. Palantir Technologies has run a forward-deployed engineering model for more than a decade; AWS’s move formalizes a similar approach at the scale of a major cloud provider for the first time.
The announcement landed the same day separate data showed AI had contributed to more than 87,000 US job cuts through May 2026, the highest AI-attributed layoff total on record, according to reporting citing outplacement firm Challenger, Gray & Christmas. Amazon itself has cut more than 30,000 corporate jobs since October 2025, even as it now plans to hire thousands of engineers for the new unit.
AWS pointed to three years of work by its existing Generative AI Innovation Center as evidence the model works at scale, citing a collaboration with BMW that reduced service disruptions across 23 million connected vehicles, a manufacturing assistant built with Jabil that cut deployment times by 67 to 83 percent, and a Lyft driver-support system the company said resolved issues 87 percent faster. The new Forward Deployed Engineering unit will initially prioritise customers in regulated industries, financial services and government, where AWS says security and governance requirements have slowed AI adoption the most.
