Insights & Doctrine
The Engineer’s Perspective
Analysis on HR Architecture, AI Governance, and Deep Tech Leadership.
The Architecture Gap: Why AI Fails in HR
We don't have an AI problem. We have a data structure problem. Here is how to fix it.
Read Analysis →HR AI 2025: The Year Reality Hit Hard
The hype party of 2024 is over. 2025 was the year we had to clean up the mess. Here is the true story of our industry last year.
Read Analysis →Beyond the Hype: Pragmatism is the Only Strategy
As we close 2025, the noise around AI has been deafening. I have spent the year auditing distressed HR tech projects and rescuing stalled...
Read Analysis →eNovDay 2025: Moving HR from Administrative Support to Business Architect
A strategic debrief of eNovDay 2025. Analyzing the gap between HR strategy and operational reality with insights from industry leaders.
Read Analysis →AI Won’t Kill HR - Bad HR Will
AI is not the executioner... It’s the mirror. It reflects whether your HR function is truly strategic or just administratively alive.
Read Analysis →Bridging the Gap: The Human-AI Synchronization
At the HR Technology Conference this month, the narrative shifted. It wasn't about Human *vs.* Machine anymore. It was about the synchronization of...
Read Analysis →The Death of the Static Job Description
I spent the early 2000s coding payroll modules where a job description was a hard-coded field in a database. It was static, monolithic, and safe....
Read Analysis →Defining the Logician-Engineer Method (Draft)
As we close 2024, I am formalizing a new standard for HR Leadership in the Deep Tech era.
Read Analysis →The Ontology of Talent: Why Your Skills Architecture is Failing
If you call it a 'Skill' and I call it a 'Competency', our systems are deaf. The boring work of Taxonomy.
Read Analysis →Adaptability over Transformation: Why 'Projects' are Dead
The word 'Transformation' implies an end state. There isn't one. We are in permanent beta.
Read Analysis →Burning the Ladder: The End of the Junior Analyst
AI is killing entry-level jobs. Who will train the seniors of tomorrow? We are facing a competence crisis.
Read Analysis →The ROI Lie: Why CFOs Kill HR Tech Projects
Stop measuring 'Time Saved'. Start measuring 'Profit Generated'. How to speak the language of the Board.
Read Analysis →The Invisible Leak: The Rise of Shadow AI in EMEA
Your employees are using ChatGPT. You just don't know it yet. And your IP is leaving the building.
Read Analysis →From Math Olympiads to Org Charts: The Physics of HR
How solving complex algorithmic problems in 1996 helps me solve organizational chaos in 2023.
Read Analysis →The Broken Marriage: Why CTOs and CHROs Don't Speak the Same Language
Why HR projects fail? Because IT thinks HR is 'fluffy' and HR thinks IT is 'rigid'. Bridging the gap requires a new glossary.
Read Analysis →The Mathematics of Empathy: Lessons from 1,900 Departures
Excel sheets don't cry. People do. Lessons from my time as Group CHRO managing a massive airline restructuring.
Read Analysis →The Mirage of Speed: Stop Buying Chatbots, Clean Your Data First
I audited a major bank in Dubai yesterday. They wanted Generative AI. They needed a data sanitation strategy.
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