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industrial AI
also industrial artificial intelligence or IAI or AI for industry
Definition of industrial AI
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: the application of artificial intelligence to industrial processes and physical operations, such as manufacturing, energy, logistics, inspection, maintenance, and process control, where performance must be evaluated within the constraints of the real system
- The plant used industrial AI to detect defects on the production line and predict when equipment would need maintenance.
- An industrial AI system must remain useful when sensors are noisy, machines age, and an incorrect decision could interrupt production.
Two meanings, one word
In everyday English
Industrial describes activities, organizations, or products connected with manufacturing and other large-scale productive operations.
In AI
The application of artificial intelligence to industrial processes and physical operations, such as manufacturing, energy, logistics, inspection, maintenance, and…
Origin & history
The phrase industrial artificial intelligence developed from earlier work in industrial automation, expert systems, machine learning, and smart manufacturing. It became increasingly common during the 2010s as connected equipment, industrial sensors, and machine-learning systems moved from laboratories into factories and supply chains. The U.S. National Institute of Standards and Technology later adopted Industrial AI, or IAI, as a distinct area of research and deployment practice.
Test yourself
Which of these is the meaning of industrial AI?
Cite this entry
"Industrial AI." AI Dictionary, Dadgogo, https://dadgogo.com/dictionary/industrial-ai/. Accessed 12 Oct. 2026.