Artificial Intelligence for Business by Jason L. Anderson & Jason L. Anderson

Author:Jason L. Anderson & Jason L. Anderson [Coveyduc, Jeffrey L. & Anderson, Jason L.]
Language: eng
Format: epub
ISBN: 9781119651802
Publisher: Wiley
Published: 2020-04-21T00:00:00+00:00

Designing the Prototype

Assuming there is no existing solution and you are committed to developing your solution in-house, the first step to building a prototype is to define your system's architecture. This begins with the logical components of your system along with the selected technologies that will be providing those capabilities. Note that a single instance of a technology can serve multiple logical roles. For instance, if you need a place to host AI model for Part A of your logical design and another AI host for Part B, you could potentially use a single deployed instance of AI hosting technology such as TensorFlow Serving4 to fulfill both.

Logical architectures tend to be defined using a logical architecture diagram. The logical architecture diagram shows all the conceptual parts of a system and is helpful to determine which kinds of technology you will need to select. An example of a logical architecture diagram is shown in Figure 5.2.

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