Coupang, Nvidia to Build AI Factory for Logistics Optimization

Coupang Inc., South Korea’s leading e-commerce platform, announced at Nvidia’s AI Conference & Expo that it will build an AI Factory in partnership with Nvidia. The project aims to speed up innovation across Coupang’s ecommerce logistics and delivery services.

The AI Factory will leverage Coupang’s existing Coupang Intelligent Cloud (CIC) system, which was launched last July, and Nvidia’s high-performance AI infrastructure, the DGX SuperPOD. The effort centers on creating an open, self-service AI ecosystem that lets Coupang’s global teams test and deploy new models more quickly.

Coupang is also a partner in Nvidia’s open-source Dynamo project, a software framework for agent inference. Industry observers describe Dynamo as a foundational layer for AI operations, noting its high throughput and low latency, with claims of up to dramatic increases in processing capacity.

The Mutineers turning Lieut Bligh and part of the Officers and Crew adrift from His Majesty's Ship the Bounty [ 29 April 1789]
HM sloop 'Bounty' was a small West Indiaman of 250 tons, previously called 'Bethia', and  purchased by the Admiralty on the Thames for the voyage to the Pacific to obtain breadfruit for Britain's slave colonies in the Caribbean. She was the smallest of several candidates for a voyage which the Admiralty only agreed to under pressure from the Royal Society and the king, and she was not chosen by Bligh (who was at sea and only appointed to command her on return) but by Sir Joseph Banks and the gardener who sailed with her to advise on plant collection. They considered her best suited to purpose: Bligh would probably not have done so, partly because she was small for a single-vessel expedition in practical terms but also because, on that ground, she was rated only as a sloop in which Bligh- then a lieutenant- was the only commissioned officer. Despite Bligh's requests for another lieutenant and a detachment of Marines to support his authority the Admiralty refused both - though both had been granted to Cook on is first Pacific voyage when he also was only a lieutenant - but in the larger 'Endeavour'. This was the start of the practical problems, none of Bligh's fault, which eventually contributed - with his undoubtedly mercurial temper - to the famous mutiny. It came to him as a shock, not least in being led by his favoured acting-lieutenant Fletcher Christian,  who was officially a master's mate and who had sailed with him before. Christian appears to have been fairly volatile as well and, with various others, was  certainly affected by the disorientating effects of a long stay in Tahiti - where he and they formed relationships with local women -  and the consequent tensions between local conditions and naval discipline, especially on leaving. Shortly afterwards a small incident in which Bligh exploded over the alleged pilfering of coconuts brought on board as provisions caused Christian and others to crack. The mutiny was very rapidly arranged and Bligh and eighteen followers were cast adrift in the ship's launch without charts, very limited instrumentation and only meagre rations. They were given cutlasses but no guns. One man was killed by hostile islanders when they briefly landed on Tofoa but, thanks to Bligh's skills as a navigator and seaman, he and all the others reached  the Dutch colony of Coupang on Timor safely on 14 June 1789. The journey in the  heavily overloaded launch took forty-one days and covered over 3600 nautical miles: it remains the greatest open-boat survival voyage ever recorded. By comparison Shackleton's famous 800-mile Antarctic passage from Elephant Island to South Georgia in 1916 in a slightly larger boat was no less a feat of seamanship but was intentional, not overloaded, well planned, well equipped in navigational terms and area knowledge, and less than a quarter of the distance. After the incident on Tofoa, Bligh considered it too dangerous to try landing on other islands and though they passed safely through the warlike Fiji group (where ritual cannibalsim was active), their next landfall was on the north-east Australian coast.

PAH9205; The Mutineers turning Lieut. Bligh and part of the officers and crew adrift from His Majesty's ship, The Bounty
Representative image for context; not directly related to the specific event in this article. License: Public domain. Source: Wikimedia Commons.

According to Coupang, AI models developed through CIC are already predicting and optimizing everything from warehouse stock management to delivery route planning. The company says the CIC-driven improvements have raised GPU utilization in its operations from about 65% to roughly 95%.

Coupang’s engineering leadership emphasized that fulfilling the company’s “rocket delivery” promise—fast, diverse options at reasonable prices—depends on continuous advancement. The Nvidia collaboration is framed as a way to push AI-driven improvements further across the logistics network.

Senior Bureau Official Scott Weinhold welcomes Coupang for a new Public-Private Partnership. (Official State Department Photo by Amanda Redfield)
Representative image for context; not directly related to the specific event in this article. License: CC0. Source: Wikimedia Commons.

The AI Factory is described as a three-layer self-service platform. Developers interact with a top layer consisting of a CLI, APIs, and a UI, enabling them to focus on model development rather than infrastructure setup.

Since its founding in 2010, Coupang has invested billions of dollars in artificial intelligence, robotics, and other advanced technologies to build end-to-end tech and logistics capabilities. The company’s expansion into global AI-enabled operations reflects its ambition to scale rapid delivery and sophisticated data-driven optimization.

Why this matters for the United States: Nvidia’s involvement highlights the growing collaboration between U.S. chip and AI software makers and Asian e-commerce players, signaling stronger cross-border AI supply chains and data-center demand. If such AI-driven logistics platforms optimize last-mile delivery and inventory planning, U.S. retailers and logistics firms could see faster, cheaper delivery options and more resilient operations, while Nvidia’s enterprise AI stack—from hardware to software—gains additional real-world deployments beyond North America.

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