The Sovereign AI Factory: A New Operating Model for the GCC

The era of the Global Capability Center (GCC) as a mere “Cost Arbitrage” engine is over. As enterprises pivot to Agentic AI, the GCC must evolve into a “Value Engine” defined by Contextual Gravity—the one moat a startup cannot replicate.
Key Framework includes Day 0 rule , Model Arbritrage and using shared scorecard for stakeholder management

The AI Cuts Those Jobs Which Were Never There in the First Place

Most of the jobs that AI is eliminating were never real jobs in the first place.They were organisational padding. Roles that existed because a structure needed nodes, a manager needed reportees, a process was never questioned.
I have designed systems that eliminate tasks. I have also led the teams whose tasks were eliminated. That puts me on both sides of a conversation that most people are only having from one.

I wrote about what I see from the inside — the hierarchy of displacement, the pyramid economics of IT services, the go-to-market disruption nobody is discussing, and why I am hopeful about what comes after.

Doing AI in 2026- From the Top Down

This piece examines the growing disconnect between the executive promises of enterprise AI and the harsh realities of implementing it on the delivery floor. It exposes how heavily subsidized AI economics, completely unvalidated ROI benchmarks, and aggressive productivity assumptions are creating massive commercial risks. Ultimately, it highlights a structural “accountability asymmetry,” where leadership reaps the benefits of AI optimism while the delivery teams are left to bear the burden of unscalable, expensive systems.

I wrote about what I see from the inside — the hierarchy of displacement, the pyramid economics of IT services, the go-to-market disruption nobody is discussing, and why I am hopeful about what comes after.