For most of my career, I had to apologise for a map.
Not out loud, exactly. But in every foreign boardroom there was a moment — a small recalibration in the room — when they learned I was building from India. You could almost watch the translation happen behind their eyes: cheaper, then. Good for engineers. Not quite the main event.
I stopped apologising a while ago. This is the argument I make instead.
I. Constraint Is a Training Regime
When you build where capital is scarce, you learn to make a rupee do the work of a dollar, and a dollar the work of ten.
This is not a hardship story. It is a training regime, and it produces a specific kind of operator — one who is constitutionally allergic to waste, who reaches for the resourceful answer before the expensive one, who has never once had the luxury of solving a problem by simply spending more. Those habits do not appear on a résumé. They appear in a downturn, which is the only place they were ever going to matter.
Abundance teaches none of this. Ease makes you fragile in ways you cannot see until the market turns. Scarcity, for all its cruelty, makes you good.
II. Scale You Cannot Unsee
Then there is the scale, and the way it quietly rewires how you think.
When your home market is more than a billion people — across dozens of languages, a dozen income realities, wildly different levels of trust in anything digital — you stop believing in the tidy customer. You stop designing for the person who looks like you. You learn, because you have no choice, that distribution is not a channel you buy but a craft you practise: the tempo of one city, the silence of another, the second coffee it takes before anyone in a third will tell you the truth.
Nothing reaches anyone here by default. That is a gift wearing the costume of a difficulty. It means every operator who has genuinely moved product in India has learned distribution in their bones — the one skill that never transfers from a slide.
III. The Insight the "Advanced" Markets Missed
Let me give you the most concrete example I have.
When I was building HealthKart, the received wisdom was clear: Indians would not pay for things online. They would not type a card into a website; they would not buy what they could not hold. So we did the unfashionable thing, and let people pay cash, at the door, after the box arrived.
The sophisticated markets called it a workaround — a crutch until "real" e-commerce arrived. They were wrong, and the wrongness is the whole lesson. Cash on delivery was not a lesser version of commerce. It was a truer reading of the customer than the advanced world's version. People did not distrust the internet. They distrusted the promise. Paying after the box arrived was trust, made physical.
We did not arrive there because we were cleverer. We arrived there because the constraint forced us to actually understand the person — instead of assuming they were a slower version of a Californian.
IV. A Generation That Has Watched Every Wave
There is a cohort of operators here now — I have worked beside them for twenty years — who have watched every global technology wave arrive, and adapted each one to a harder environment.
They have seen what works in San Francisco fail in Surat, and what works in Surat get dismissed in San Francisco right up until the day it doesn't. That double vision is rare, and it is valuable. It is the ability to hold the frontier and the reality in the same hand — to know both what is possible and what will actually survive contact with a customer who has real constraints and no patience for a demo.
V. Which Is Exactly What AI Services Will Require
Here is why all of this is about to matter more, not less.
The world is about to need people who can take a powerful, unreliable, astonishing technology and wire it into real businesses — under real constraints, at real scale, with a human kept accountable at the points that matter. That is not a description of a research lab. It is a precise description of what building in India has trained a generation of operators to do.
Frugality, when compute costs money. Distribution, when nothing reaches anyone by default. A truer read of the customer, when the customer looks nothing like you. And the instinct to keep a human exactly where the stakes are highest — because you have seen, up close and more than once, what happens when trust breaks.
VI. The Edge Was Never the Easier Place
My family traded across borders through the license raj, through booms and collapses, through every rational reason to leave. They stayed, and they kept moving.
I build here for the same reason. Not out of sentiment, and not out of duty. Because the constraint made us good — and the thing the rest of the world is about to need is precisely the thing the hard road teaches.
The advantage was never the cheaper hour. It was the harder education. And it is about to come due.