© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024
A. MishraScalable AI and Design Patternshttps://doi.org/10.1007/979-8-8688-0158-7_6

6. Scalable AI Deployment and Productionization

Abhishek Mishra1  
(1)
Mumbai, Maharashtra, India
 

Scalable AI deployment and productionization are all about bringing artificial intelligence’s enormous potential into practice. It’s like owning a powerful race vehicle but needing to ensure it operates properly on different circuits.

Assume you’ve constructed an AI that can accurately predict the weather. That’s amazing, but it’s not very useful if it just works on your computer. Scalable AI deployment is the process of taking that AI, packaging it, and making it available to a ...

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