Managing AI Adoption and Ethics

This unit examines AI archetypes, organizational change management, human-in-the-loop approaches, and the responsible AI tenets that govern deployment. Students will evaluate how AI failures and tipping points affect businesses and industries and prepare governance and workforce strategies to manage adoption and risk.

Learning Objectives

• Analyze the 10 AI archetypes and classify at least five archetypes by function, benefits, and operational risks for specific business processes
• Evaluate change management strategies and produce a phased AI adoption plan that addresses stakeholder communication, training needs, and disruption mitigation
• Apply Human-in-the-Loop principles and the Six Tenets of Responsible AI to design or revise a workflow that ensures oversight, explainability, and documented controls
• Demonstrate the ability to assess AI impacts by comparing effects on two business functions across at least three industries and recommending mitigation or opportunity strategies