1  The need for real-time ML

Figure 1.1: lifecycle-image-the-need

Do you really need ML?

Does the team understand the cost and complexity?

Does the team understand that it’ll need specific monitoring forever, as long as it’s in use?

Does the team understand that it’ll decay over time, eventually needing retraining and updates?