Strategic Curriculum Foresight and Scenario Planning with GenAI

Use generative AI to explore plausible futures, map institutional responses, and co-create resilient, innovative curriculum structures that align with long-term strategy and societal transformation.

Hands-On Learning

Gain practical experience through hands-on projects and real-world applications.

Expert Guidance

Learn from industry experts with years of experience in Generative AI research.

Flexible Schedule

Study at your own pace with our online platform, allowing you to balance work and learning effectively.

About the Course

In this course, you’ll learn how to apply strategic foresight principles and scenario planning to curriculum development in higher education — with generative AI as a creative partner. Explore how to anticipate emerging trends, model programme innovations, and design adaptive curriculum structures that align with institutional strategy and global change drivers. Ideal for academic leaders, curriculum designers, and strategic planners seeking to future-proof their educational offerings.

Meet Your Instructor

Jonathan Wong is the founder of CloudPedagogy, where he develops ethical, practical, and future-ready learning systems for Generative, Agentic, and emerging Quantum AI. Drawing on over 20 years of experience in higher education, research, and digital innovation, he specialises in applying AI to real-world contexts — from curriculum design and assessment reform to research acceleration and institutional strategy. His frameworks and courses help educators, researchers, and professionals build the confidence, capability, and critical insight needed to thrive across the evolving Continuum of Intelligence.

Curriculum

8 Chapters · 76 Lessons

1
1. Welcome to the Course Free preview
2. How This Course Works Free preview
3. Legal Disclaimer & Terms of Use Free preview
4. Download: Universal AI Practice Workbook Free preview
2
1. (Included in full purchase)
  8.1.1 What Is Curriculum Foresight? Purpose and Practices
2. (Included in full purchase)
  8.1.2 Drivers of Change in Higher Education and AI Ecosystems
3. (Included in full purchase)
  8.1.3 Using GenAI to Explore Emerging Educational Trends
4. (Included in full purchase)
  8.1.4 Integrating Risk Analysis and Opportunity Scanning with AI
5. (Included in full purchase)
  8.1.5 Framing Strategic Curriculum Conversations Around Uncertainty
6. (Included in full purchase)
  8.1.6 Key Takeaways
7. (Included in full purchase)
  8.1.A Practical Use Cases
8. (Included in full purchase)
  8.1.B Learning Activities
9. (Included in full purchase)
  8.1.C Prompt Templates
10. (Included in full purchase)
  8.1.D Innovative Use Cases
11. (Included in full purchase)
  8.1.E Reflection & Discussion
12. (Included in full purchase)
  8.1.F Productivity Tips
13. (Included in full purchase)
  8.1.G Prompt Library
14. (Included in full purchase)
  8.1.H Applying the AI Capability Framework
3
1. (Included in full purchase)
  8.2.1 Constructing Plausible Futures Using AI-Generated Narratives
2. (Included in full purchase)
  8.2.2 Modelling Institutional Pathways Through GenAI Simulation
3. (Included in full purchase)
  8.2.3 Testing Curriculum Strategies Against Sector Disruptions
4. (Included in full purchase)
  8.2.4 Mapping Responses to Policy Shifts and Tech Advancement
5. (Included in full purchase)
  8.2.5 Using GenAI to Facilitate Strategic Scenario Planning Workshops
6. (Included in full purchase)
  8.2.6 Key Takeaways
7. (Included in full purchase)
  8.2.A Practical Use Cases
8. (Included in full purchase)
  8.2.B Learning Activities
9. (Included in full purchase)
  8.2.C Prompt Templates
10. (Included in full purchase)
  8.2.D Innovative Use Cases
11. (Included in full purchase)
  8.2.E Reflection & Discussion
12. (Included in full purchase)
  8.2.F Productivity Tips
13. (Included in full purchase)
  8.2.G Prompt Library
14. (Included in full purchase)
  8.2.H Applying the AI Capability Framework
4
1. (Included in full purchase)
  8.3.1 Building Flexible Pathways for Rapid Programme Adjustment
2. (Included in full purchase)
  8.3.2 Modularising Content to Support Scalability and Customisation
3. (Included in full purchase)
  8.3.3 GenAI for Identifying Curriculum Vulnerabilities and Gaps
4. (Included in full purchase)
  8.3.4 Supporting Interruption Recovery and Academic Continuity
5. (Included in full purchase)
  8.3.5 Future-Proofing Curriculum Through Structural Agility
6. (Included in full purchase)
  8.3.6 Key Takeaways
7. (Included in full purchase)
  8.3.A Practical Use Cases
8. (Included in full purchase)
  8.3.B Learning Activities
9. (Included in full purchase)
  8.3.C Prompt Templates
10. (Included in full purchase)
  8.3.D Innovative Use Cases
11. (Included in full purchase)
  8.3.E Reflection & Discussion
12. (Included in full purchase)
  8.3.F Productivity Tips
13. (Included in full purchase)
  8.3.G Prompt Library
14. (Included in full purchase)
  8.3.H Applying the AI Capability Framework
5
1. (Included in full purchase)
  8.4.1 Connecting Curriculum Innovation to Mission and Vision Statements
2. (Included in full purchase)
  8.4.2 AI as a Strategic Partner in Academic Portfolio Planning
3. (Included in full purchase)
  8.4.3 Using GenAI to Support Investment and Resource Planning
4. (Included in full purchase)
  8.4.4 Scenario-Based Strategic Decision Making for Programme Development
5. (Included in full purchase)
  8.4.5 Mapping Curriculum Trends to Competitive Positioning
6. (Included in full purchase)
  8.4.6 Key Takeaways
7. (Included in full purchase)
  8.4.A Practical Use Cases
8. (Included in full purchase)
  8.4.B Learning Activities
9. (Included in full purchase)
  8.4.C Prompt Templates
10. (Included in full purchase)
  8.4.D Innovative Use Cases
11. (Included in full purchase)
  8.4.E Reflection & Discussion
12. (Included in full purchase)
  8.4.F Productivity Tips
13. (Included in full purchase)
  8.4.G Prompt Library
14. (Included in full purchase)
  8.4.H Applying the AI Capability Framework
6
1. (Included in full purchase)
  8.5.1 Evaluating the Impact of Scenario-Driven Curriculum Design
2. (Included in full purchase)
  8.5.2 Building an Institutional Playbook for Curriculum Foresight
3. (Included in full purchase)
  8.5.3 Governance Models to Support Ongoing Foresight Cycles
4. (Included in full purchase)
  8.5.4 Stakeholder Engagement in Futures-Oriented Planning
5. (Included in full purchase)
  8.5.5 Developing Long-Term Thinking Cultures with GenAI Support
6. (Included in full purchase)
  8.5.6 Key Takeaways
7. (Included in full purchase)
  8.5.A Practical Use Cases
8. (Included in full purchase)
  8.5.B Learning Activities
9. (Included in full purchase)
  8.5.C Prompt Templates
10. (Included in full purchase)
  8.5.D Innovative Use Cases
11. (Included in full purchase)
  8.5.E Reflection & Discussion
12. (Included in full purchase)
  8.5.F Productivity Tips
13. (Included in full purchase)
  8.5.G Prompt Library
14. (Included in full purchase)
  8.5.H Applying the AI Capability Framework
7
1. (Included in full purchase)
  Course Complete: Share Your Feedback
8
1. (Included in full purchase)
  End of Course Survey

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