Identify user needs, find AI opportunities, and design your reward function.

Decide what data are required to meet your user needs, source data, and tune your AI.

Introduce users to the AI system and set expectations for system-change over time.

Explain the AI system and determine if, when, and how to show model confidence.

Design feedback and control mechanisms to improve your AI and the user experience.

Identify and diagnose AI and context errors and communicate the way forward.