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Title page 1
Contents 2
About the Author 3
Acknowledgements 4
Executive Summary 5
Introduction 6
Evolving Leadership in AI: From Public Initiatives to Private Innovation 6
Adversarial Acceleration: The Open-Source AI Revolution and the DeepSeek Imperative 7
Best Practices from Current AI Frameworks, Toolkits and Guidelines 8
Operationalizing Agile AI: Best Practices, Implementation Roadmap, and Collaborative Strategies 9
Agile AI Adoption Best Practices 9
Implementation Roadmap and Next Steps 9
Enhancing Public-Private Collaboration and Continuous Adaptation 10
Agile AI Adoption and Implementation Framework: A FLEXible and SMART Roadmap for Action 11
FLEX (Flexible Lifecycle Execution) Framework 11
SMART (Systematic Mapping And Reuse Toolkit) 15
Key Insights and Lessons Learned in Agile AI Adoption 16
Pathways to Agile AI Adoption and Implementation 17
Strategic Recommendations for Agile AI Adoption and Implementation 17
Conclusion: A FLEXible and SMART Approach to Agile AI Adoption and Implementation 18
Appendices 19
Endnotes 20
Tables 8
Table 1. Comparative Table of Organizations, intended users, focus areas and gaps 8
Table 2. Strategic Recommendations for Agile AI Adoption and Implementation 18
Figures 15
Figure 1. The FLEX (Flexible Lifecycle Execution) Framework 15
