makes the model
ships it
serves predictions
watches it · the world
artifacts + their store
dashed outlines = environments, where things run
System design
Project structure
INTERACTIVE
Anatomy of a Production ML System
One real system, end to end: a model that predicts, from a trial's first three days, whether it will convert to paid, and everything it takes to keep those predictions flowing without a human in the loop. Everything here is clickable; the panel will guide you from there.