This capstone unit prepares learners to lead sustainable AI adoption by anticipating future trends, institutionalizing governance, and planning ongoing workforce development and evaluation. Students synthesize prior units to create actionable roadmaps for scaling, monitoring, and ethically stewarding AI initiatives within their organizations.
Learning Objectives
- Analyze emerging AI trends, risks, and regulatory developments to forecast their likely impact on organizational strategy over a 3–5 year horizon
- Apply strategic planning tools to develop a prioritized, phased AI roadmap that addresses scaling, resource allocation, and change management needs
- Demonstrate the ability to design governance and workforce development plans that include ethical safeguards, compliance checkpoints, and upskilling/reskilling pathways
- Evaluate performance metrics, ROI indicators, and feedback loops to recommend continuous improvement actions and risk mitigation strategies for deployed AI systems
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