Borrowed Certainty
AI can tell you what a million people have already said about India. It can't tell you what one distributor in Coimbatore will pay next quarter — and it won't tell you it doesn't know the difference.
18 articles published
Collaboration Deflation
The most productive two hours of my day are slowly making the other six harder for everyone around me.
What happens when everyone has good intelligence?
Everyone agrees India has a demographic dividend. Almost nobody agrees on what's stopping it from paying out. Eight pieces of research later, the answer isn't more data — it's the frame you bring to read the data everyone already has.
The outbound architecture: what the global journey looks like when heroism is replaced by design
The Rajkot manufacturer, the Andhra Pradesh seafood processor, and the Bengaluru deep-tech founder are all trying to go global. All three are doing it through individual heroic effort. The outbound architecture that makes heroism unnecessary — for all three simultaneously — does not yet exist at scale.
The Three-Part Policy Brief India's State Governments Need on the Demographic Dividend
The child stunted today in Vizag enters the workforce in 2040. That is a fourteen-year lead time on every other policy decision in this series. Here is the framework for what fixing it actually requires.
The Indian companies going global today succeeded despite the system. That distinction matters.
Indian deep-tech companies going global. Auto component manufacturers cracking German supply chains. Agri-processors meeting EU food safety standards. All three did it through individual heroic effort. That heroism is the proof the capability is real — and the indictment of the system around it.
The welfare system was built for a different economy. It is still running the old code.
The Supreme Court asked what India's policy system hasn't asked in three decades: if both parents are IAS officers, why should children still have reservation? That question is the beginning of a much larger reckoning.
The Tier 2/3 talent map every MNC is using collapses three different problems into one
Every MNC evaluating Tier 2/3 India is reading the same map. The map is accurate. It was built for one sector's requirements. That is why site selection keeps misfiring.
India has one visible skilling system and two invisible ones. Policy responds to the visible one.
No one has commissioned the Manufacturing Graduate Employability Index. India's skill gap data is drawn almost entirely from surveys the IT sector paid for. The other two engines are flying blind — and policy is following the only instruments that are lit.
The three-engine bet on Tier 2/3 India — and the one substrate all three depend on
India's economic conversation is dominated by GCCs. Manufacturing employs six times as many people. Agriculture employs ninety times as many. All three are betting on the same Tier 2/3 ground. Nobody has stress-tested whether the ground holds all three.
AP wants more people. Its own policy explains why that won't work.
AP's own policy calculates that raising female workforce participation grows GSDP by 15%. It then builds the supporting infrastructure at 2% of the required scale — and points it at new births, not the existing workforce.
The India Stack for Education
China didn't copy what worked elsewhere. India shouldn't copy China.
China didn’t solve the branch campus problem. It refused to have one.
Every country invited foreign universities in. China told them what they had to become first.
Seventeen foreign universities have landed in India. Here is how this ends.
India is not the first country to bet on foreign branch campuses. It is the fourth. The first three produced the same outcome.
The Map They’re Not Using
The brands winning India's FMCG growth aren't the ones anyone's talking about.
When a CEO Tells Half the Story
HUL's CEO told investors India has a shortage of competition. His own numbers show: margins flat for three years, negative pricing in the flagship category, and a revenue CAGR half the sector average. I'd hate to see what more competition looks like.
The Worst Time to Enter India Has Always Been the Best Time to Enter India
Every major crisis in India's last 30 years — 1991, 2013, COVID — was followed by the structural reforms that made the next decade. The companies that entered during the worst moments captured the best structural positions. The ones that waited for stability arrived after the advantage was already built.
Building a Thriving Innovation Ecosystem
What separates innovation ecosystems that thrive from those that stagnate?