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A Faster Way to Build Future Scenarios

A Faster Way to Build Future Scenarios

1. P. Schwartz, “The Art of the Long View: Planning for the Future in an Uncertain World” (Bantam Doubleday Dell Publishing Group, 1991); F. Bourse and C. Roëls, eds., “Prospective and Strategic Foresight Toolbox Development Project,” Futuribles Journal (June 2017); K. van der Heijden, “Scenarios: The Art of Strategic Conversation” (John Wiley & Sons, 1996); T. Lang, “Being and Becoming: Reconciling the Temporal Mismatch Between Organizational Identity and Strategy by Providing Identity With a Future,” Strategic Management Review 6, no. 3 (2025): 247-272; and R. Ramírez and A. Wilkinson, “Strategic Reframing: The Oxford Scenario Planning Approach” (Oxford University Press, 2016).

2. Ramírez and Wilkinson, “Strategic Reframing”; and R. Ramírez and J.W. Selsky, “Strategic Planning in Turbulent Environments: A Social Ecology Approach to Scenarios,” Long Range Planning 49, no. 1 (February 2016): 90-102,

3. T. Lang and R. Ramírez, “How Ghost Scenarios Haunt Strategy Execution,” MIT Sloan Management Review 65, no. 2 (winter 2024): 72-75.

4. C. Eden, “On the Nature of Cognitive Maps,” Journal of Management Studies 29, no. 3 (May 1992): 261-265,

5. S. Finkelstein, “When Bad Things Happen to Good Companies: Strategy Failure and Flawed Executives,” Journal of Business Strategy 26, no. 2 (April 2005): 19-28,

6. D.J. Finkenstadt, T.T. Eapen, J. Sotiriadis, et al., “Use GenAI to Improve Scenario Planning,” Harvard Business Review, Nov. 30, 2023, M.J. Spaniol and N.J. Rowland, “AI-Assisted Scenario Generation for Strategic Planning,” Futures & Foresight Science 5, no. 2 (June 2023): 1-10, and N.J. Rowland and D.J. Grüning, “AI-Assisted Brainstorming for Scenario Thinking,” Futures 172 (September 2025): 1-11,

7. Ramírez and Wilkerson, “Strategic Reframing.”

8. S. Natarajan, S. Mathur, S. Sidheekh, et al., “Human-in-the-Loop or AI-in-the-Loop? Automate or Collaborate?” Proceedings of the AAAI Conference on Artificial Intelligence 39, no. 27 (2025): 28594-28600,

9. Rowland and Grüning, “AI-Assisted Brainstorming.”

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