Environment is an entity in the Wand Hierarchy being part of an Experiment. There are three types of environments: Training Playground, Staging, and Production representing, respectively, training step, staging step, and production step. Each of them consists of the following:

• Pipeline (a series of blocks executed when the environment is run)
• Environment settings
• Outputs (artifacts generated after the environment has successfully run)
  • For training playground – the output is the AI model
  • For staging and production – the output is predictions for data samples