Thesis · v1 · April 2026 · ~12 minute read

The Callapina Thesis

Backing Indian-origin founders building category-defining companies — for India, and from India to the world.

I. The world has shifted

Every emerging-manager fund claims a thesis. Most are taxonomies — a list of sectors the GPs find interesting, dressed up with macro charts. A real thesis answers a different question: what do we believe is true that the rest of the market doesn't, and what's our right to win because of it?

Three forces are simultaneously rearranging where capital, talent, and consequence concentrate.

The first is the AI capability shift. Artificial intelligence has moved from a vertical to a horizontal — the substrate every company is built on. Distribution, proprietary data, regulatory positioning, and physical-world integration matter more than ever, because the act of writing code matters less.

The second is the geopolitical realignment of capital. The China-versus-the-West decoupling is not a slogan; it is a measurable redirection of trillions of dollars. India is the largest single beneficiary — the only economy with the demographic scale, English-speaking engineering bench, and political alignment to absorb the reallocation at speed.

The third is the maturation of the Indian corridor itself. India crossed $4 trillion of GDP in 2025 and is projected to reach $7 trillion by 2030. Indian-origin founders here and abroad account for roughly 10% of all global unicorn founders — the most successful entrepreneurial community of the last twenty years.

India GDP trajectory: $4T → $7T (2020-2030)
Source: IMF World Economic Outlook (Apr 2026); World Bank. Forecasts beyond 2025 are projection bands.
0%
of global unicorn founders are Indian-origin

Despite Indians being roughly 18% of the world's population, the diaspora has produced the highest founder-to-population ratio in venture-backed startups over the past two decades.

Source: Hurun Global Unicorn Index, CB Insights

II. Four investable convictions

Each pillar has its own deep-dive page with research, data visualization, sub-themes, portfolio expressions, and our pillar-specific right to win. The summaries below are the headline; click into each for the full argument.

01Vertical AI for India, and from India to the world

The 2024-era venture consensus held that horizontal AI infrastructure was the place to be. The sharper bet is vertical AI built in India for verticals where Indian data, regulatory standing, or cost structure is the unfair advantage — Indian-data-native verticals (healthcare, fintech, legal, supply chain), cost-arbitrage workflows (mid-market accounting, claims processing, long-tail-language customer service), and frugal-engineered AI infrastructure for global cost-conscious markets.

Read the Vertical AI for India deep dive →

02DeepTech with a manufacturing edge

The 'Make in India' narrative has become a measurable industrial buildout. DeepTech is the venture category most under-served by Indian capital today — the gap is not quality but capital structure. We back founders building robotics, advanced materials, space and aerospace, and industrial IoT, with a strong preference for global business models built on Indian engineering and manufacturing infrastructure. The China-plus-one supply chain shift is a multi-decade tailwind.

Read the DeepTech with a manufacturing edge deep dive →

03Climate and resource tech for the Global South

India will spend more than one trillion dollars on climate-aligned infrastructure between now and 2030. Climate solutions designed for India tend to work in sixty other emerging economies that share India's constraints. This is the largest under-priced TAM in venture today — Western climate funds underwrite for Western unit economics; Indian funds lack the technical depth to underwrite hardware-led companies. We back atmospheric water generation, decarbonization, EV infrastructure, and air-quality remediation.

Read the Climate and resource tech for the Global South deep dive →

04India consumption — the Bharat decade

Per-capita GDP in India will cross five thousand dollars by 2030. The marginal new consumer is in Indore, Coimbatore, Kochi, Lucknow — not Mumbai or Bangalore. They watch content in Tamil and Marathi. They buy from brands they have never seen on television. We back native-Indian consumer brands, vernacular content platforms, and financial-inclusion infrastructure where the demographic and per-capita-GDP math is the underwriting.

Read the India consumption deep dive →

India climate capex by sector — $1T+ through 2030
Source: IEA India Energy Outlook 2025; CEEW; MoEFCC. Indicative split, not point forecasts.

III. Our right to win

A US-based, India-native GP duo with a 12-year track record on both sides of the corridor, anchored by Anas's Hurun India network and Vinod's diaspora operator network. Not replicable by Indian-only or US-only emerging managers.
The Callapina position

Conviction without an unfair advantage is a confession, not a thesis. Three things make Callapina the right firm to act on the four convictions above.

First, a track record built before the consensus. Vinod made his first angel investment in 2013, more than three years before "India SaaS" was a category that LPs would underwrite. The angel portfolio of approximately twenty-four companies has produced a 3.15× realized multiple at roughly 30% IRR. Fund I, deployed between 2022 and 2024, holds sixteen companies with three follow-on rounds led by tier-1 firms and zero write-offs.

Second, the Hurun India view. Anas leads Hurun India, the canonical dataset of Indian wealth, founders, and future unicorns. We operate with a richness of insight no other emerging-manager fund can replicate — the founder's school, their early backers, their position in the broader Indian-wealth network. That context shortens diligence cycles and sharpens conviction.

Third, diaspora corridor access. Twelve years of operator relationships across more than fifteen countries — the founders, executives, and investors who form the most successful entrepreneurial community of the last two decades. The diaspora is not a marketing line; it is an operating system we run on behalf of every company we back.

IV. How we operate

We invest at pre-seed and seed; check sizes range from $250K to $1M. We hold for follow-on across A and B rounds. We back twelve to eighteen companies per fund — concentration is a feature. We measure value-add quantitatively: customer introductions delivered, follow-on capital sourced, hires placed, board-quality decisions enabled. We share that data with our LPs every half-year.

V. For LPs

Fund II is being raised from two LP audiences who fit our shape: NRI HNIs and family offices who want a sophisticated India-aware exposure with a GP duo that can speak to them in their own terms; and institutional fund-of-funds, endowments, and family-office consortiums who underwrite emerging managers with discipline and want a defensible India exposure that complements their developed-market venture allocation.

The full data room, our Fund I portfolio MOIC and IRR detail, and the construction model for Fund II are available on request. First close target Q1 2028; final close Q4 2028.