Insights

Insights on AI & data.

Practical frameworks, critical analysis, and real-world lessons on AI governance, advanced analytics, and responsible AI implementation.
The Model Is Not the Product
Featured
Generative AI
AI

The Model Is Not the Product

A colleague sent me a LinkedIn post recently that made a claim which would have sounded absurd two years ago: parts of Microsoft Copilot now run on Anthropic’s Claude. I checked. It holds up. Microsoft’s own blog states

July 18, 202611 min read
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Data Governance Governs What Exists.
AI Governance
AI
Data Governance Governs What Exists.

I keep seeing the same debate pop up on LinkedIn, at conferences, in vendor whitepapers. People asking: should Data Governance come before AI Governance? Are they the same thing? Are they complementary?

April 20, 202611 min read
The AI Model That Scared Its Own Creators: Inside Anthropic’s Claude Mythos Preview
AI Governance
AI
The AI Model That Scared Its Own Creators: Inside Anthropic’s Claude Mythos Preview

We talk a lot about AI moving fast. New models, new benchmarks, new capabilities. Every few weeks, something supposedly groundbreaking lands. Most of the time, the hype fades within a news cycle.

April 12, 202611 min read
The AI Governance Engine: What Sits Between Your AI Factory and Production
AI Governance
AI
The AI Governance Engine: What Sits Between Your AI Factory and Production

Financial services is the single biggest industry investor in AI globally, with an estimated $73 billion in spending in 2026, representing over 20% of all global AI spending.[1] JPMorgan Chase alone invests $18 billion i

March 13, 202610 min read
AI Isn’t Just Predicting the Future, It’s Saving Our Past (And You Won’t Believe How!)
AI
History
AI Isn’t Just Predicting the Future, It’s Saving Our Past (And You Won’t Believe How!)

How AI helps preserve ancient crafts, cultural heritage, street art and lost knowledge.

May 5, 20255 min read
How Generative AI Will Change Data Analysis Forever: From SQL to Natural Language
Generative Ai Tools
Ethical Ai
How Generative AI Will Change Data Analysis Forever: From SQL to Natural Language

The shift from code-first to conversation-first analytics and what it means for data teams.

June 17, 202510 min read
Beyond LangGraph and CrewAI: The Lost Art of Governing AI Agents
Agentic Ai
Generative Ai Tools
Beyond LangGraph and CrewAI: The Lost Art of Governing AI Agents

Exploring the governance challenges unique to AI agents and how to keep them aligned with organizational values.

November 27, 20256 min read
Augmentation vs Automation: Why Your “AI Everywhere” Strategy Is Killing Productivity
AI
Productivity
Augmentation vs Automation: Why Your “AI Everywhere” Strategy Is Killing Productivity

Understanding when to augment human capabilities versus when to fully automate processes with AI.

November 12, 20257 min read
99% of Jobs Gone? A Critical Look at Yampolskiy’s Viral AI Prediction
AGI
Artificial Intelligence
99% of Jobs Gone? A Critical Look at Yampolskiy’s Viral AI Prediction

Analyzing the viral prediction about AI's impact on employment and what the data really tells us.

September 8, 20255 min read
The 5 Operational Disciplines That Keep AI Agents From Going Rogue
Artificial Intelligence
AI Agent
The 5 Operational Disciplines That Keep AI Agents From Going Rogue

How a framework of daily practices bridges the gap between governance theory and production reality for agentic AI systems.

December 20, 20257 min read
Generation Alpha & AI: What Happens When Kids Grow Up With Algorithms, Not Just Parents?
Generative Ai Tools
Women
Generation Alpha & AI: What Happens When Kids Grow Up With Algorithms, Not Just Parents?

Exploring how the first generation raised alongside AI will shape the future of human-AI interaction.

March 30, 20257 min read
AI in Manufacturing
AI
Industry 4 0
AI in Manufacturing

How artificial intelligence is transforming manufacturing processes and creating the smart factories of tomorrow.

March 10, 20257 min read
The Unspoken Dimensions of Artificial Intelligence
Artificial Intelligence
Ai Ethics
The Unspoken Dimensions of Artificial Intelligence

Exploring the philosophical, ethical, and societal dimensions of AI that often go unaddressed in technical discussions.

December 8, 20245 min read
Beyond the Binary: The Spectrum of AI Impact on Jobs
Jobs
Artificial Intelligence
Beyond the Binary: The Spectrum of AI Impact on Jobs

The AI revolution isn't a binary story of jobs lost versus jobs created — it's transforming nearly all roles along a spectrum of change.

May 24, 202510 min read
Key Breakthroughs: How AI Is Transforming Genetic Research
AI
Genetics
Key Breakthroughs: How AI Is Transforming Genetic Research

From diagnosing Parkinson's years before symptoms start to editing faulty genes with near-perfect precision — AI is transforming every corner of genetic research.

March 22, 20256 min read
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