AI factory – Definition & Meaning

Definition of AI factory

: a purpose-built, full-stack computing environment that combines data pipelines, accelerated hardware, networking, storage, power, cooling, and software to train, deploy, and run AI systems at industrial scale
- The telecom operator built an AI factory to serve regional language models while keeping sensitive data inside the country.
- The new AI factory was optimized for high token throughput and low energy use rather than general-purpose enterprise workloads.

Origin & history

first known use2020

Marco Iansiti and Karim R. Lakhani used AI factory in their 2020 book Competing in the Age of AI for a digital operating model that industrializes data, algorithms, experimentation, and decision-making. NVIDIA popularized the current infrastructure sense in 2023 by describing GPU-based data centers that transform data into AI models and tokens.

Test yourself

Which of these is the meaning of AI factory?

Related terms

data center a large building full of servers, chips, cooling, and power equipment; AI data centers can… GPU graphics processing unit: a chip originally designed for video games that can do many… HBM a type of three-dimensionally stacked memory that uses a very wide connection to move data… training the process of feeding data to a model and repeatedly adjusting its parameters so its outputs… inference the act of running a trained model to produce an output, such as answering a prompt or… throughput how much work an AI system can handle in a given time, often measured in tokens per second

Cite this entry

"AI factory." AI Dictionary, Dadgogo, https://dadgogo.com/dictionary/ai-factory/. Accessed 5 Oct. 2026.