During the fossil dig, the paleontologist carefully labeled each productid she found, noting its stratigraphic layer and orientation.

When the team finalizes the model, the engineer productionalizes it and monitors its performance in real time.

Before the next quarter, we need to productionalize the machine learning model and monitor its performance in real time.

After months of testing, the data pipeline was productionalized last week.

While productionalizing the new recommendation system, the engineering team discovered several scalability issues.

The productionalization of the machine learning model required close collaboration between data scientists, engineers, and operations teams.