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Intro - Managing Complexity

Examples include global climate, organisms, ecosystems, businesses, complex goals and human beings.

  • Iteration Reasoning Methods address complexity by continuously:
    • Executing toward achieving the mission (i.e., accurate weather forecasts)
    • Learning how to improve the framework and strategy,
    • Predicting progress, impacting elements, change and effectiveness of the strategy, and
    • Adjusting the framework and strategy based on what is learned from iteration
  • Reasoning Methods Comparison
Narrow Logic & Analogy Complex System & Iteration
Few variables Many variables
Known variables Known & unknown variables
Certain variables Certain & uncertain variables
Rules & formulas Frameworks & models
Calculate answers Assess & formulate strategy
Rules-based answers Probability-based strategy
One-time solution creation Ongoing adjusting and calibrating

1. Mission

  • Mission - a simple statement of the desired meaningful outcome to be achieve that often includes the purpose and/or the inspiration

PEOPLE ELEMENTS
2. Empathy Framework - Complex System Thinking About People
Empathy Framework
3. Aspirer

  • Aspirers - people who either want to pursue or are pursuing a dream or complex goal.

4. Beneficiary

5. Decision Makers

6. Contributors

7. Communities

REALITY ELEMENTS
8. Realities Framework

are the fundamental truths (or impacting elements) about Complex Systems that need to be identified and understood to more effectively predict the outcome of a Complex System and may need to be addressed and managed to positively achieve a desired such as achieving a complex goal.
9. Expanding Complexity

  • Managing Complexity - an outcome-driven approach to achieve a mission by addressing the impacting elements, creating a strategy and solution to figure out how to make it happen through numerous iterations.

Simple, Complicated and Complex - see Learning to Live with Complexity
10. Accelerating Change
11. Problem or Unmet Need

ACTIVITY ELEMENTS
12. Communication

13. Operational

14. Funding

15. Personal Needs

16. Plan


STRATEGY
17. Strategy Framework
Strategy – are the top-level approaches and predictions of how the mission will be achieved within the context of the complex system (impacting elements) and change.
Strategy Prediction Framework
18. Objectives

19. Solution

20. Measures

ITERATION
21. Managing Iteration

  • Iteration - a version of the mission, impacting elements, strategy, solution and design aligned to achieve an outcome, dream or complex goal.
  • Complex Adaptive Solution - an iterative solution that achieves the mission by adapting to change and evolves with the uncertainty from complexity. It consists of continuous improvement of strategies, solutions and measures to evaluate progress.
  • Iteration Generator - is repeatable process to efficiently and effectively manage numerous iterations when complexity creates uncertainty. It is designed to managing the complexity within dreams and complex goals.
  • Enablement Design – is how the solution is to be created and how the overall pursuit will be communicated, funded and operationalized as weel as personal needs addressed.
  • Create and Implement – is creating the solution and implementing the plan defined in the enablement design

22. Life Synchrony'

  • Modern Day
Economy Method Outputs
Agrarian Farms & Farming Food
Industrial Factories & Manufacturing Products
Services Knowledge & Information Technology Services
Enablement AI powered Managing Complexity Mission-Driven Outcomes

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