What I Think About

Talent is not the scarce resource. Opportunity is. Most of what determines whether a person's potential gets realized is structural — where they were born, what systems surrounded them, what doors were open when they were ready to walk through.

I write about this because I have lived both sides: the side without the infrastructure, and the side with enough access to see what the difference actually produces. The gap is not small, and it is not inevitable.

Five years of running executive searches taught me that talent is radically more evenly distributed than hiring systems account for. The filters we use — credential, network, geography, school — are proxies that correlate weakly with actual performance.

The best executives I have placed were not the most credentialed ones. They were the ones whose specific context matched the specific problem the company needed solved. Most hiring fails at the matching problem, not the talent scarcity problem.

AI is not replacing judgment in executive search — it is replacing the work that was never really judgment in the first place. Sourcing at scale, initial screening, outreach automation. The work that determines whether a hire succeeds — reading context, understanding what a company needs at a specific moment in its history, knowing which candidates will work in which cultures — that remains a human problem.

What AI is doing is making the non-judgment work free, which changes the economics of search firms but not the fundamental value they produce. I am building Majhi OS on that premise.

India is in the middle of something that doesn't have a clean name yet. The infrastructure build, the digital stack, the demographic curve, the global repositioning — these are happening simultaneously, and the compounding effect is larger than any single trend suggests. Most coverage either overstates it or understates it because the story is too uneven to fit a single frame.

What I watch most closely is the talent layer — whether the people being produced by India's education system are finding work that matches their capability, and whether the systems connecting talent to opportunity are keeping pace with the scale of what is being built. That gap, more than any policy question, will determine what the next decade actually produces.

Odisha has more going for it than most national narratives acknowledge. The mineral base, the coastline, the port infrastructure, the improving governance — these are real. What holds it back is not resources but the translation gap: the distance between what the state possesses and what its human capital base can convert into economic activity.

That gap is narrowing faster than the coverage suggests. I watch it closely because I know what the baseline was.

Kalahandi is one of the most misunderstood districts in India. The outside narrative is poverty and deprivation. The inside reality is more complicated: a place with genuine capability, a hard-earned resilience, and a talent pool that has been systematically exported rather than cultivated locally.

I grew up there. I watched people who were brilliant leave because there was nowhere to go. That observation has shaped everything I believe about opportunity, development, and what it means to build something from a place the world has not noticed yet.

Building from outside the centre — without the networks, without the proximity to capital, without the infrastructure that makes building easy — teaches you things that building inside the system cannot. You have to figure out what is actually essential versus what is merely accessible.

What I have built from Odisha is not worse for being built there. In some ways it is better calibrated, because I could not rely on the shortcuts that metropolitan founders use as default. The constraint was an instruction.

The question I am most interested in is what happens when the access problem gets solved — when talent from Tier-2 and Tier-3 cities can reach global markets without relocating, when AI removes some of the credential and connection gates, when the infrastructure historically concentrated in a few cities becomes less concentrated.

I think the answer is a significant redistribution of who gets to build things. I think Odisha is one of the places where that shows up clearly, if you know how to read the signals. That is what I am watching and writing toward.