Basics of Productizing

Flow chart here in shape of a circle:

Scope > Branding & Packaging > Sales & Delivery > Feedback > Back to Scope

Productizing is a concept that comes up a lot in consulting, where service offerings are solidified into well-defined entities that can be effectively customized and resold. What this refers to is the ability to create a consistent workflow that you can rely on to deliver consistent results in the way traditional products demand.

Before we go further in depth into product management principles and aligning them to the idiosyncrasies of AI/ML services, let's address a few of the basic ideas when it comes to what productizing means in the first place. Because the AI/ML models and outputs are what are effectively being productized, this means that standards will need to be set for the following:

Scope: What are the features, deliverables and outputs you are offering as a product? What can your customer consistently expect from...