NVIDIA uses AI agents to optimize internal operations at its artificial intelligence factory. The company developed a factory agent to automate operations and improve their efficiency. The presentation took place on October 21, 2026, during GTC Berlin.
The AI agent is integrated into the production system and monitors processes in real time, adjusting operating parameters and identifying optimizations to increase production efficiency and scalability. The technology is part of a larger plan to expand artificial intelligence infrastructure, which NVIDIA positions as an infrastructure and industrial shift, not just a software trend. The company is investing in semiconductor suppliers to increase production capacity for package substrates and co-packaged optics (CPO).
NVIDIA has reserved several billion dollars in production capacity at Ibiden and made advance payments to secure production capacity. The expansion is concentrated in Europe and in key manufacturing hubs in South Korea, Taiwan and the United States. The company is collaborating with global semiconductor suppliers, including Samsung Electro-Mechanics, Ibiden, Amkor Technology, KYEC, SPIL and Unimicron, to secure the capacity needed to build artificial intelligence factories.
Production expansion accelerates AI hardware scalability
NVIDIA accelerates substrate production with strategic partnerships. The delivery of critical components for artificial intelligence chips is becoming more efficient. The production capacity expansion in 2026, with the addition of Samsung Electro-Mechanics, means the South Korea plant begins supplying package substrates at full capacity. The partnership with Unimicron, which will support the KF plant in Taiwan, anticipates a capacity increase starting in the second quarter of 2027. The collaboration with Amkor in Gwangju, South Korea, raises interposer production by more than 300% by the end of 2028. These changes directly impact the scalability of AI hardware production, allowing companies to grow without facing supply chain bottlenecks.
The reservation of US$ 1,100,000,000 in testing capacity at KYEC, Taiwan, also strengthens the ability to meet demand in 2027. The increase in production reduces costs and speeds up the time to launch new products.
NVIDIA accelerates production with strategic partnerships
Collaboration with suppliers is essential to ensure scalability, since substrate production is complex and requires technical precision. NVIDIA's new approach reflects a shift in the industry, where manufacturing AI hardware becomes an infrastructure and logistics challenge, not just a software one. NVIDIA replaces manual processes with AI agents at its artificial intelligence factory. The factory reduces its reliance on manual interventions, responding more quickly to changes in demand. The implementation depends on partnerships with semiconductor suppliers and on production infrastructure in regions such as South Korea, Taiwan and the United States.
With information from thelec.net, developer.nvidia.com and digitimes.com.
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