© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022
K. HallerManaging AI in the Enterprisehttps://doi.org/10.1007/978-1-4842-7824-6_6

6. AI and Data Management Architectures

Klaus Haller1  
(1)
Zurich, Switzerland
 

The AI capability in an IT landscape is more than just the icing on the cake. It is a core capability for forward-thinking, data-driven, innovative companies. While not just the icing, it is also not the whole cake. An AI organization has to integrate its components into the overall corporate application landscape – and its own system landscape typically consists of more than just a few Jupyter notebooks. In other words: This chapter looks at the big architectural questions any AI organization faces ...

Get Managing AI in the Enterprise: Succeeding with AI Projects and MLOps to Build Sustainable AI Organizations now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.