Deploying AI in the Enterprise: IT Approaches for Design, DevOps, Governance, Change Management, Blockchain, and Quantum Computing

© Eberhard Hechler, Martin Oberhofer, Thomas Schaeck 2020

E. Hechler et al.Deploying AI in the Enterprisehttps://doi.org/10.1007/978-1-4842-6206-1_6

6. The Operationalization of AI

Eberhard Hechler¹ , Martin Oberhofer² and Thomas Schaeck³

(1)

Sindelfingen, Germany

(2)

Boeblingen, Germany

(3)

Boeblingen, Germany

 

Developing AI solutions, including the training and deployment of ML/DL models, remains an important and often IT resource-intensive task. The integration of AI artifacts, such as ML/DL models and data engineering modules, into an existing enterprise IT infrastructure and application landscape represents an additional challenge. The productization or operationalization of AI and the inference of AI-based analytical insight into consuming applications ...