Amazon Web Services (AWS) has announced a $1 billion investment to launch a new Forward Deployed Engineering (FDE) organisation that will place AI engineers inside customer teams to co-develop and deploy agentic AI systems.
The new unit targets enterprises that have moved beyond AI pilots and want to integrate AI into business operations. AWS said the teams will work directly with customers’ engineering, business, and security teams to build production AI systems using their own data and governance frameworks.
“Customers have moved past exploring what AI can do; they want to make it core to how they operate,” said Francessca Vasquez, Vice President of Frontier AI Engineering and Services at AWS, in a blog post. “They want to recreate their business processes with agentic AI built in so they can increase productivity and deliver AI-powered products.”
According to AWS, the FDE organisation will use purpose-built AI agents alongside engineers to shorten deployment timelines from months to days. The company said projects will follow an AI-driven software development approach in which AI agents handle parts of the development lifecycle while engineers validate the outputs.
Unlike traditional consulting engagements, AWS said the FDE model focuses on transferring knowledge to customers. At the end of a deployment, customers will receive production AI systems, knowledge graphs, documentation, operational runbooks, and trained internal teams capable of maintaining and expanding the systems independently.
AWS said the engineering teams deploy a semantic layer inside the customer’s AWS environment that connects enterprise data sources and creates a governed knowledge graph for AI agents to reason over. Customer data remains within the customer’s governance framework, supported by hardware-based isolation and end-to-end encryption.
The company said FDE teams are already working with customers, including the Allen Institute, Cox Automotive, the NBA, NFL, Ricoh, and Southwest Airlines.
“The NFL partnered with AWS FDE and got engineers building alongside our team to launch into production in just weeks,” said Gary Brantley, Chief Information Officer at the National Football League. “Together, we created new fan-facing products like NFL Fantasy AI and NFL IQ that allow fans to interact with NFL data like never before.”
AWS said the new organisation builds on experience from its Generative AI Innovation Centre, which has worked with customers on AI deployments over the past three years. The company cited projects with BMW, where AI was used to reduce service disruptions across 23 million connected vehicles; Jabil, which built a manufacturing assistant; and Lyft, where an AI system reduced driver support resolution times by 87%.
Initially, AWS Forward Deployed Engineering will serve organisations which deploy production AI systems in sectors such as financial services, government, and other regulated industries where governance, security, and compliance requirements are critical.
ALSO READ: Alteryx Inspire 2026: Three Questions Every Data Leader Should Take to Orlando
