Productizing the ML Service

In Chapter 6, we briefly touched upon the notion of productizing and what that means for AI outputs in the Productizing AI-powered outputs – how AI product management is different section. We will be expanding on that concept in this chapter by exploring the trials and tribulations that may come up when building an AI product. Rather than thinking of AI products as traditional software products, it helps to think of them as a service that you’re learning to productize. Productizing is the process of taking a service, process, skill, or idea and finding a way to present it to the greater market.

First, we will look at some of the basic principles of productizing and the differences and similarities between AI products and traditional software products. While we’ve covered some of these elements in prior chapters, we will be expanding on these ideas further in this chapter. Next, we will explore how productizing might change based...