Amazon joins OpenAI and Anthropic in AI deployment race with $1 billion engineering push

Amazon Web Services (AWS) has announced a $1 billion investment in a new Forward Deployed Engineering (FDE) organisation as competition shifts from building increasingly powerful AI models to helping enterprises deploy them. The initiative will see AWS engineers working directly with customers to build, customise and roll out AI systems, signalling a broader industry move towards hands-on implementation rather than simply providing access to AI models.

The investment reflects changing enterprise priorities. While businesses have spent the past two years experimenting with generative AI, many are now looking to integrate the technology into core operations, creating demand for engineering expertise that goes beyond traditional cloud services.

AWS bets on hands-on AI deployment

Under the new initiative, AWS engineers will work alongside customer business, engineering and security teams to develop production-ready AI systems tailored to specific organisational needs.

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Unlike conventional consulting engagements that typically conclude after implementation, AWS said its teams will remain involved until customers become self-sufficient in operating their AI systems. The company also said success will be measured by business outcomes rather than billable hours.

AWS plans to use agentic AI throughout the deployment process to shorten implementation timelines, with the aim of reducing projects that once took months to just a matter of days.

The cloud provider said its FDE teams are already working with organisations including the Allen Institute, Cox Automotive, the National Basketball Association (NBA), the National Football League (NFL), Ricoh and Southwest Airlines.

AWS CEO says AI job fear is overstated

As concerns grow over artificial intelligence replacing junior employees, AWS CEO Matt Garman has pushed back against claims that AI will dramatically shrink entry-level hiring. Speaking on the Platformer podcast, Garman argued that predictions of widespread job losses among young professionals are exaggerated, saying AI is more likely to reshape roles than eliminate them.

Garman said Amazon remains committed to recruiting early-career talent, announcing that the company plans to hire 11,000 interns and recent graduates this year. He believes young employees play a crucial role in driving innovation, bringing fresh perspectives and a willingness to embrace new technologies.

"This is the reason we're hiring 11,000 interns and new college grads this year at Amazon. They come in with an energy and excitement, a new view on things," he said.

According to Garman, companies that reduce graduate hiring in response to AI could undermine their own long-term growth. While he acknowledged that automation will inevitably change some jobs, he argued that new roles will emerge alongside technological advances, creating work that is both more meaningful and better aligned with an AI-driven future.