Amazon currently operates its sprawling fulfillment network with roughly 1.5 million autonomous robots and an equal number of human operations employees across the globe. Directing the human side of this equation is Ofori Agboka, Amazon's vice president of People Experience and Technology for global operations. In a recent discussion, Agboka shared insights into how these carbon-based workers and their metallic counterparts share tasks, physical spaces, and corporate objectives.

Redefining HR in an Automated Age

While the title of vice president of people experience and technology functions essentially as human resources, the reality at a highly automated enterprise like Amazon is vastly different. Over the coming decade, HR will increasingly revolve around orchestrating how people and machines collaborate on shared goals. Agboka noted that employees working alongside these machines feel energized by how technology enhances safety and efficiency while stripping away monotonous, repetitive tasks that people typically wish to avoid.

Although our discussion was originally scheduled for the Web Summit in Lisbon, severe weather from Storm Charles forced a shift to a virtual video call from hotel rooms. It proved to be a fitting backdrop for a conversation centered on technology stepping in where humans cannot or should not operate.

From Fenced Machines to Open Collaboration

Amazon has methodically automated its warehouses for over a decade. Historically, most fulfillment robots remained confined behind physical barriers and safety gates, entirely separated from human staff. Today, the landscape is shifting toward machines that operate directly out in the open alongside employees—a frontier that humanoid robot manufacturers are also aggressively pursuing. When asked if the overarching goal is to let robots absorb injury-prone tasks while humans focus on value creation, Agboka emphasized a commitment to engineering out safety hazards entirely.

We want to engineer out safety hazards completely, and where there could be an opportunity for a safety risk, can having technology do something to surpass that? That allows our employees to be on more thought-provoking, problem-solving activities.

The premier example of collaborative, open-floor automation is Proteus, Amazon’s advanced autonomous mobile robot. Equipped with natural-language processing, an upgraded version of Proteus is currently active across 25 U.S. fulfillment centers and slated for European deployment soon. Capable of hauling heavy carts weighing up to 400 kilograms, Proteus allows employees to communicate via voice commands in multiple languages while automatically halting its movement when someone steps into its path.

Safety Metrics and Upskilling the Workforce

Safety data appears to reflect positive momentum, with Amazon reporting a 43% improvement in its global recordable incident rate and a 70% drop in lost-time incidents over the past six years. Beyond physical safety, Agboka underscored the importance of upskilling. Through programs like the Mechatronics and Robotics Apprenticeship, entry-level associates are transitioning into maintenance roles, securing substantial wage increases upon completion.

For office and knowledge workers, the corporate landscape is rapidly pivoting from individual contributors to coordinators of artificial intelligence agents. On the warehouse floor, a similar shift is underway via Peccy, an agentic personal assistant named after Amazon’s cartoon mascot. Rolling out across the U.S., the AI assistant helps frontline staff navigate schedules, benefits, pay, vacation time, and resume updates.

The Future of Humanoids and Job Security

Addressing the growing trend of humanoid robotics—accelerated by Amazon's acquisition of Fauna Robotics and its Sprout humanoid—Agboka maintained that form factor takes a back seat to utility. Amazon evaluates technology based strictly on the specific operational problems it solves, whether that solution is a flat box on wheels or a bipedal humanoid.

Naturally, the most pressing question concerns the future of human employment. While robots will inevitably handle a larger share of warehouse tasks, Agboka expressed optimism about the long-term outlook for human team members, even as internal documents and executive statements point toward greater efficiency per shipped package. Ultimately, Agboka believes the industry must place a much heavier emphasis on education and skills training to ensure the workforce successfully navigates the physical AI transition.