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

GenAI in Strategic Decision-Making and Institutional Intelligence explores how Generative AI can strengthen insight, foresight, and decision-making across the whole university. Modern institutions produce vast amounts of data—but turning those data into actionable intelligence is often slow, fragmented, or inaccessible. This course provides the frameworks and tools needed to build AI-supported planning systems that are strategic, ethical, and aligned with institutional priorities. Across five modules, you will examine how GenAI supports analytics, forecasting, scenario planning, committee decision cycles, and annual planning processes. You will learn how to interpret institutional data with AI assistance, build predictive and prescriptive models, and stress-test strategies using simulations and real-time environmental scanning. You will also explore ethical implications, governance structures, and practical safeguards to ensure responsible and transparent decision-making. Designed for university leaders, planners, data specialists, learning technologists, and strategic governance teams, this course blends conceptual models with hands-on prompts, dashboards, and GenAI-optimised workflows. By the end, you will be able to build smarter decision processes, create continuous intelligence loops, and align AI-driven insights with your institution’s mission, values, and long-term strategy.

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

    Introduction

    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. 2

    5.1 Foundations of Data-Informed Strategy

    1. (Included in full purchase)

      5.1.1 Strategic Decision-Making in the AI Era

    2. (Included in full purchase)

      5.1.2 Data Sources and Systems in Higher Education

    3. (Included in full purchase)

      5.1.3 From Insight to Action: Institutional Intelligence Models

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      5.1.4 AI-Augmented Decision Frameworks

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      5.1.5 Evidence-Based Leadership with GenAI

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      5.1.6 Key Takeaways

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      5.1.A Practical Use Cases

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      5.1.B Learning Activities

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      5.1.C Prompt Templates

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      5.1.D Innovative Use Cases

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      5.1.E Reflection & Discussion

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      5.1.F Productivity Tips

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      5.1.G Prompt Library

    14. (Included in full purchase)

      5.1.H Applying the AI Capability Framework

  3. 3

    5.2 Predictive and Prescriptive Analytics

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      5.2.1 Predicting Institutional Outcomes with AI Tools

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      5.2.2 AI for Student Retention and Risk Management

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      5.2.3 Optimising Resource Allocation through Prescriptive Models

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      5.2.4 AI in Strategic Workforce Planning

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      5.2.5 Visualising Strategic Futures with AI Dashboards

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      5.2.6 Key Takeaways

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      5.2.A Practical Use Cases

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      5.2.B Learning Activities

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      5.2.C Prompt Templates

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      5.2.D Innovative Use Cases

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      5.2.E Reflection & Discussion

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      5.2.F Productivity Tips

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      5.2.G Prompt Library

    14. (Included in full purchase)

      5.2.H Applying the AI Capability Framework

  4. 4

    5.3 Scenario Planning and Environmental Scanning

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      5.3.1 AI Tools for Real-Time Environmental Scanning

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      5.3.2 Trend Analysis in Higher Education using GenAI

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      5.3.3 Building Strategic Scenarios with AI Support

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      5.3.4 Stress-Testing Institutional Plans with Simulations

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      5.3.5 Linking Strategic Foresight to Operational Strategy

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      5.3.6 Key Takeaways

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      5.3.A Practical Use Cases

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      5.3.B Learning Activities

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      5.3.C Prompt Templates

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      5.3.D Innovative Use Cases

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      5.3.E Reflection & Discussion

    12. (Included in full purchase)

      5.3.F Productivity Tips

    13. (Included in full purchase)

      5.3.G Prompt Library

    14. (Included in full purchase)

      5.3.H Applying the AI Capability Framework

  5. 5

    5.4 Integrating AI into Planning Cycles

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      5.4.1 Embedding GenAI into Annual Planning Processes

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      5.4.2 Budget Forecasting and Strategic Modelling

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      5.4.3 AI-Supported Committee and Board Decision Cycles

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      5.4.4 Transparency and Communication of AI-Driven Strategy

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      5.4.5 Adaptive Planning with Continuous AI Inputs

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      5.4.6 Key Takeaways

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      5.4.A Practical Use Cases

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      5.4.B Learning Activities

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      5.4.C Prompt Templates

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      5.4.D Innovative Use Cases

    11. (Included in full purchase)

      5.4.E Reflection & Discussion

    12. (Included in full purchase)

      5.4.F Productivity Tips

    13. (Included in full purchase)

      5.4.G Prompt Library

    14. (Included in full purchase)

      5.4.H Applying the AI Capability Framework

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    5.5 Ethics, Oversight, and Strategic Alignment

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      5.5.1 AI Bias and Fairness in Strategic Tools

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      5.5.2 Data Privacy, Consent, and Strategic Decision Ethics

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      5.5.3 Oversight Structures for AI-Supported Strategy

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      5.5.4 Aligning AI Use with Institutional Mission and Values

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      5.5.5 Building Trust in AI-Augmented Decision-Making

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      5.5.6 Key Takeaways

    7. (Included in full purchase)

      5.5.A Practical Use Cases

    8. (Included in full purchase)

      5.5.B Learning Activities

    9. (Included in full purchase)

      5.5.C Prompt Templates

    10. (Included in full purchase)

      5.5.D Innovative Use Cases

    11. (Included in full purchase)

      5.5.E Reflection & Discussion

    12. (Included in full purchase)

      5.5.F Productivity Tips

    13. (Included in full purchase)

      5.5.G Prompt Library

    14. (Included in full purchase)

      5.5.H Applying the AI Capability Framework

  7. 7

    Final Lesson Message

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      Course Complete: Share Your Feedback

  8. 8

    Feedback

    1. (Included in full purchase)

      End of Course Survey

Unlock Your Genai Potential

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