© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023
B. WalshProductionizing AIhttps://doi.org/10.1007/978-1-4842-8817-7_7

7. AI Full Stack: Application Development

Barry Walsh1  
(1)
Ely, UK
 

IDC estimate AI currently is a $341 billion market, and if global management consultants are to be believed,1 could contribute $13 trillion (McKinsey) or $15.7 trillion (PwC) to the global economy by 2030.

Clearly, the market is booming but how do companies overcome historical “technical debt” associated with the accumulation of, and overreliance on standalone, highly technical scripted models and poorly managed Data Science teams?

The “Apex” skillset today is in converting an “Enterprise” AI Vision into a deployed reality. ...

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