A Note Before You Begin
I spent twenty years inside the machinery this book is about: designing HR operating models across forty countries, building the concept that became Cognizant's Talent Marketplace at 375,000 users, and sitting in the exact rooms where "just add one field" quietly becomes five years of technical debt.
The observation that produced this book was not dramatic. It was recurring. Across every transformation, every AI initiative, every payroll cutover weekend, the limiting factor was never intelligence. It was coherence. Systems that could not agree with themselves about who an employee was, what a job meant, or what a promise the organization had made still owed anyone.
Designing the Architecture of Dignity is my attempt to name that problem properly and give practitioners a discipline for solving it: not a manifesto against AI, and not a vendor pitch for it. I wrote it from inside the work: the demo trap, the data cleanup that never quite finishes, the manager conversation the system forgets, the moment a payroll defect becomes someone's rent.
Why this is free. My other two books: The Entropy of Us and RAG for HR, are open access for the same reason this one is. I am not selling a framework. I am putting one into circulation and asking it to be tested, argued with, and improved by people doing the actual work. If it holds up, that is the only credential that matters.
What I expect from you as a reader. Read it as a practitioner would. Skeptically, chapter by chapter, against your own systems. Each chapter ends with reflection questions built for exactly that. If you find the argument wrong somewhere, I would genuinely like to hear it [LinkedIn].
A little more about the work, if it's useful context: Consultant of the Year 2023, dual master's in Economics and Management, AI Strategies for Business Transformation (Kellogg Executive Education), and twenty years designing enterprise operating models for Fortune-scale organizations. None of that is the point of the book. It's just why you might choose to spend the time.
Where to find the rest of the work:
- Other books: The Entropy of Us and RAG for HR, are on Apple Books and Google Play (Entropy of Us, RAG for HR), along with a companion app, Entropy of Us.
- My published research lives on SSRN and ORCID; permanent DOI via Zenodo.
- Two of the AI architectures referenced across this book, Aurora and Athena are open and viewable on GitHub: Aurora and Athena.
- I write ongoing thinking on Substack and the full Conscious Cybernetics™ discipline lives at consciouscybernetics.org.
If you want to reach me, LinkedIn is where I'm actually responsive. That's the one channel I'd point you to.