Our Thoughts

Is your organization is alive

Beyond the Machine: When Your Organization Finally Breathes Update: We initially shared the PDF of this book directly on our site. We’ve since discovered the author has established http://www.kodoteaching.org as the official home for this work. Out of respect for the author’s intention, we’ve removed our hosted copy and written this post to point you

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The Business Variety Scale (BVS): A Proven Framework for Measuring Organizational Variety

Introduction: The Missing Measurement for Business Variety FULL RESEARCH REPRODUCIBILITY: All code, data, and methodologies for this Fortune 500 analysis are freely available for download at the attached PDF at section 5 – enabling complete replication and extension of our findings. While “variety” in business contexts is frequently discussed and widely considered important, there isn’t

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Business Variety Scale (BVS): Scientific Framework for Measuring and Managing Organizational Complexity by Industry

Apple runs a $3 trillion empire with 37 % less complexity than your local utility—here’s the data that proves industry, not size, decides your complexity budget. After analyzing 437 Fortune 500 filings, we discovered industry—not size—dictates organizational complexity. Here’s how to use that insight to outmaneuver competitors who are optimizing for the wrong scale. Apple,

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New Research: The Quantum Behind Organizational Patterns

After 25+ years of consulting across hundreds of organizations, certain patterns become impossible to ignore. Why do similar initiatives fail at remarkably consistent rates? Why do the same behavioral dynamics emerge in completely different companies? We’ve just published new research that reveals something unexpected: there may be quantum-like principles governing these patterns that we’ve never

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Complex Systems Mathematical Analysis – Research Validation Study

We’re pleased to share our latest research into mathematical patterns governing complex adaptive systems. This comprehensive validation study examines behavioral consistency across diverse organizational contexts using established mathematical frameworks. The research applies systems theory and mathematical modeling to understand how complex human systems transition between operational states. Key areas of investigation include: This work represents

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Advanced Organizational Dynamics Research

We’re sharing our latest research into complex organizational behavior and systems theory applications. This working paper explores advanced mathematical approaches to understanding how modern organizations adapt and evolve in dynamic environments. The framework examines the intersection of systems science and organizational development, with particular focus on: This research builds on our previous work in organizational

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