Entrepreneurship in Kalahandi

In 2013, I tried to build a business that required real-time communication with clients in the United States. The work was there. The market was there. The people in Kalahandi who could do the work were there.

The connectivity wasn't.

We tried BSNL ADSL. We tried WLL. We tried VSAT. Every option failed the same test: the latency was too high for voice calls, for video, for the kind of collaborative work that modern service delivery requires. The business had to run despite the infrastructure. It couldn't. That venture didn't survive the infrastructure problem.

This is the specific shape of entrepreneurship in Kalahandi. Not a shortage of ideas, not a shortage of people who want to build, not a shortage of market. A set of structural constraints that determine what is buildable and what isn't — and that have been, for a long time, more limiting than they need to be.

What changed

The 4G rollout changed what was possible. Then JioFiber arrived in Junagarh. A venture that would have died in 2013 on connectivity alone could survive today. The specific barrier that killed the first attempt is no longer what it was.

This matters more than it sounds. The common narrative about places like Kalahandi — that they lack the conditions for modern business — was built on constraints that were real at a specific point in time. Some of those constraints have moved. The infrastructure argument that was airtight in 2013 has since been partially answered by technology rollout.

What hasn't moved at the same pace is perception. The mental model — Kalahandi is not a place where serious business is built — updates slowly. People who formed that view a decade ago have not necessarily revised it.

What the investors said

When I raised the idea of building in Kalahandi with investors — not asking for money, but testing the idea against people who think in terms of risk and ecosystem — the responses were specific. One said it was a suicidal step for a start-up. Another said you can't grow a forest in a desert. A third suggested that what I was describing was not business but public service, and that if I cared this much about Kalahandi, I should go into politics.

The responses were rational within the model they were working from. The model was built from aggregate data about places like Kalahandi — data that was accurate about historical constraints and slow to incorporate infrastructure improvements that were already underway.

The investors were not wrong that ecosystem matters. They were working from an outdated map.

What the neighbouring districts reveal

Kalahandi sits in a cluster of districts in western Odisha that have historically been underrepresented at the national level in terms of industrial investment. Bolangir has an Ordinance Factory. Koraput has HAL. Rayagada has IMFA, Utkal Alumina, JK Paper.

Kalahandi has bauxite in the hills. Agricultural land. Natural beauty that has never been converted into a serious tourism economy. A population that has, for generations, sent its most capable people out because there was no institutional anchor to keep them.

The pattern in the neighbouring districts is instructive: major industrial presence generates employment, generates secondary economic activity, generates infrastructure investment that makes the district more attractive for further investment. The anchor institution matters. Kalahandi has not had one at the same scale.

This is a policy gap, not a capability gap. The distinction matters. A capability gap would mean there is something fundamentally wrong with the conditions for building here. A policy gap means the conditions are better than the track record suggests, and that the track record reflects allocation decisions made elsewhere — not the absence of what it takes.

The GDC attempt

At one point I was involved in exploring the establishment of a Global Delivery Centre in Kalahandi — the first one in the district. The idea was straightforward: the talent pool exists, the cost structure is significantly below tier-1 and tier-2 city equivalents, and the infrastructure had improved to the point where remote delivery was viable. We registered with Startup Odisha.

The attempt didn't fully materialise in the form we had envisioned. But the exercise clarified something: the barriers were not what the outside view assumed. The talent was there. The infrastructure had improved. What was harder was the perception layer — convincing a client that delivery from Kalahandi was equivalent to delivery from Bhubaneswar or Hyderabad, in a market where the client had no prior reference point for that equivalence.

The product was not the problem. The absence of a prior proof point was the problem.

What Vision 2036 requires

Kalahandi doesn't need to become Bengaluru. It needs a different answer to a different question: what kind of economic activity is naturally suited to the conditions here, and what investment is required to make those conditions legible to people who build in India?

The answer includes industrial infrastructure — MSME parks, the kind of investment that creates clusters around which secondary economic activity can develop. It includes STPI designation, which would make the district a viable destination for technology delivery operations that need a specific regulatory context. It includes tourism infrastructure, because the landscape — the Eastern Ghats, the river valleys, the existing temple and cultural sites — is genuinely attractive and almost completely unconverted into economic value.

It includes cultural preservation, because what Kalahandi has that Bengaluru and Hyderabad do not is specificity. The Manikeswari tradition. The material culture. The knowledge systems embedded in the agricultural community that have no digital existence yet. These are assets. They have not been treated as assets.

The gap is not capability. It is translation — between what exists here and what the systems that allocate investment are able to recognise.

The case for building here anyway

The businesses that are built in Kalahandi before the translation problem is solved will have advantages that later entrants won't. Operating cost structure. Talent that hasn't been competed for yet. The knowledge that comes from building in a constrained environment, which is different from the knowledge that comes from building where conditions are forgiving.

The 2013 venture failed on connectivity. The connectivity problem is largely solved. The perception problem is slower to move, but perception follows proof points, and proof points come from people who build before the narrative catches up.

The case for Kalahandi is not sentimental. It is structural. The constraints that made the case against it were real and have partially lifted. The case for it has improved faster than the perception of it.

Someone will be the first to make that case legible with a business that runs. That proof point changes everything that follows it.