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The thesis

·

5 min read

What we believe about India, AI, and the next decade of founders.

A thesis is a claim about the future, sharp enough that being wrong has a cost. This is ours. If it disqualifies you, that is a feature.

01 — Macro

The macro bet

India is in the middle of three simultaneous structural shifts — a demographic dividend that will not repeat, a payments-and-identity stack that no other large economy has, and the global pricing collapse of intelligence. Any one of these would shape a decade. All three are stacking inside the same five-year window.

The companies that will define India's next decade are not bigger versions of the last one. They are AI-native from the first commit — built to run lean teams, productionise models as core infrastructure, and distribute through rails that did not exist five years ago. Software is no longer eating the world here. Intelligence is.

We are an operator-led pre-seed and seed fund, writing $50K–$500K cheques into the founders building this shift. Our partners have built the consumer, commerce, gaming, and content businesses that operate at the scale Indian founders aspire to. We invest where we can actually help.

01 — Macro · By the numbers

Three forces, one window.

The shifts shaping the next decade aren't hypotheses — they're already in the print. The four numbers below are the ones we underwrite Fund I against.

6.6%

India real GDP growth, 2025P

Fastest-growing major economy. World avg 3.3%, China 4.8%, US 1.7%.

Source · Indus Valley Report 2025

$4.5 Tn

India market cap, Jan 2025

4th globally — behind only US ($60.8T), the Mag 7 ($11.7T), China ($9.9T), Japan ($6.5T).

Source · Jefferies via IVR 2025

$2.1 Tn

India consumption market

5th largest globally · 60.3% of GDP. 10-yr CAGR 7.2% — highest among major economies.

Source · UBS via IVR 2025

$1,493

Per-capita consumption, 2023

Where China was in 2010. Indonesia: $2,656. China: $4,936.

Source · World Bank via IVR 2025

02 — Where

The four pillars

We invest across four pillars. Each is a category we have an operator-level view on — meaning we have built, scaled, or shipped in adjacent territory, and can debate the roadmap rather than nod at it.

Pillar 01

Agentic AI

Software that acts, not just answers.

The category we are most excited about is the one that didn't exist two years ago: software that takes actions on behalf of a user, end-to-end, with judgment. Browsers that book, voice agents that resolve, back-office agents that close the books, sales agents that qualify.

We back the infrastructure layer (evals, tool use, memory, orchestration) and the vertical applications where domain depth compounds. We avoid wrappers that a model upgrade would erase.

What this looks like

  • Vertical agents in regulated workflows — legal, accounting, healthcare ops, financial services back-office.
  • Tooling for agent builders — evaluations, guardrails, simulated environments, agent memory.
  • Voice-first agents replacing call centers in India and the global south.

Pillar 02

AI-native consumer & commerce

Brands and commerce surfaces built AI-first from day one.

India's consumer internet is being rebuilt around AI-generated content, AI-personalised merchandising, and AI-mediated purchase journeys. The unit economics of D2C, content, and creator businesses are about to be redrawn.

We partner with operators who have already scaled consumer businesses in India — Shantanu (Bombay Shaving), Anurag (Pilgrim), Rahul (Naturis) — and back the next cohort of founders who treat AI as a core operating advantage, not a marketing line.

What this looks like

  • AI-native brands where personalisation, content production, and CX are model-powered from launch.
  • Commerce infrastructure — AI search, conversational checkout, returns, post-purchase.
  • Creator-economy platforms where AI compresses the cost of production by an order of magnitude.

Pillar 03

Platforms beyond software

When the interface is voice, ambient, or invisible.

For two decades, every new platform was a screen. The next platform shift is happening off-screen — voice in vernacular languages, ambient compute in the home and car, wearables that take action, hardware that ships with a model inside.

India will leapfrog desktop and even mobile-first patterns in entire categories. We back founders building for the interfaces that are arriving, not the ones we already have.

What this looks like

  • Indic-language voice platforms — commerce, support, education, government services.
  • Ambient and on-device AI — wearables, automotive, home, retail point-of-sale.
  • Hardware-software companies where the model is the product.

Pillar 04

AI in healthcare

Where AI compresses cost of care for a billion people.

Indian healthcare has a structural shortage of clinicians, a fragmented payer landscape, and a population that will demand care at scale within this decade. AI is the only technology that meaningfully changes the cost curve.

We back founders in diagnostics, clinical workflow, ops automation, and care delivery — where AI is not a feature but the reason the business exists.

What this looks like

  • Diagnostics and triage tools deployed in primary-care settings outside metros.
  • Clinical workflow automation — documentation, coding, prior auth, RCM.
  • AI-mediated care delivery models — chronic disease, mental health, maternal care.

Pillar 02 · Consumer stack

Who actually consumes in India.

Blume's framework (India1 / India2 / India3) is the cleanest read on Indian consumer demand we have seen. The 'consuming class' is ~140M people — Mexico-sized, with Mexico-like purchasing power.

~140M

India1 — the consuming class

~10% of population · ~$15K per person · 2/3 of all discretionary spend. Mexico-like.

Source · Indus Valley Report 2025

~300M

India2 — the aspirant class

~23% of population · ~$3K per person · 1/3 of discretionary spend. Indonesia-like.

Source · Indus Valley Report 2025

13×

Urban Top-10% over-indexes on durables

vs avg per-capita spend. 12× on medical, 11× on out-of-home food, 10× on jewellery, 9× on education.

Source · Bernstein via IVR 2025

57.7%

Top-10% share of national income, 2022

Up from 34.1% in 1990 — India1 is deepening, not widening.

Source · World Inequality Lab via IVR 2025

Pillars 01 & 03 · AI infra

The infra is cheaper here. The talent is already coding here.

India is the world's second-largest contributor base to public generative-AI projects, builds data centres at a fraction of APAC peer cost, and has explicit Govt. backing for foundation-model attempts. The platform layer is real.

India data-centre capacity growth

158 MW (2014) → 942 MW (H1 2024). 2nd fastest-growing DC market in APAC at 28% growth.

Source · Cushman & Wakefield via IVR 2025

$4.59M

Cost per MW to build a DC in India

Cheapest in APAC. Japan: $12.73M. Singapore: $11.23M. India turns infra arbitrage into a moat.

Source · Cushman & Wakefield via IVR 2025

#2

Global GitHub contributors to GenAI

India is the second-largest contributor community to public generative-AI projects, after the US.

Source · GitHub via IVR 2025

$240M

India Govt AI mission allocation

Plus 18,000 high-end GPUs at 40% below market rates, via the IndiaAI initiative.

Source · Indus Valley Report 2025

03 — Who

What we look for in founders

  1. 01

    Builders, doers, blitzscalers

    Founders who ship before they pitch. Who would build the thing whether or not we funded it.

  2. 02

    Ahead of the curve, not chasing it

    Founders who saw the AI shift before the deck templates caught up. We are not the right partner for a fast-follow.

  3. 03

    Second-order thinkers

    Operators who can converge ideas across domains — consumer + AI, ops + AI, healthcare + AI — and see where the wedge actually compounds.

  4. 04

    Time-as-wealth operators

    Founders who treat time as the scarcest resource. Who run lean, decide fast, and protect their own focus the way LPs protect capital.

  5. 05

    Founders with pratyaya

    The conviction to compound through the unglamorous middle years — when the press cycle has moved on and the work is mostly hard. Pratyaya is what we look for. Pratyaya is what we back.

04 — Not us

What we don’t fund

We’d rather lose a deal we couldn’t help on than waste a founder’s six weeks. If you’re in any of these buckets, the honest answer is no — and we’d rather you spend the time on a fund that fits.

  • Pure-services businesses with no software wedge
  • Climate-tech (a specialist domain — not our edge)
  • Social-cause-led ventures (admirable, not our mandate)
  • Series A+ deals (outside our cheque size)
  • Companies outside India (Fund I is India-only)

05 — Why now

Why this window

Three forces converged inside an 18-month window. We don’t expect them to hold forever — which is why Fund I is being deployed now, not later.

Force 01

Foundation model commoditisation

Inference costs are dropping ~10× a year. The defensible layer has moved up the stack — to data, distribution, workflow lock-in, and operator judgment. India-based founders can build globally competitive products at a fraction of the cost.

Force 02

India's developer + consumer scale

The largest English-fluent developer base in the world, paired with a digital-payments-rails-complete consumer market of 800M+ internet users. No other geography has this combination at this price.

Force 03

Capital pullback rewards discipline

The 2021 cohort over-capitalised on weak unit economics. The 2026 cohort is being underwritten on operator discipline and capital efficiency. This is the regime we are built for.

06 — Tailwinds · Under-penetration

A consumer market the developed world has already had — that India hasn't, yet.

The four numbers below are why a single percentage point of penetration is a category-defining business. They are not aspirations — they are gaps.

3%

Credit-card penetration

vs US 69%, Brazil 29%, China 21%. Most under-penetrated large fintech market on earth.

Source · CLSA via IVR 2025

21%

Mutual-fund penetration, 2024

vs USA 95%, UK 65%, Brazil 78%. SIP contributions hit ₹2.1Tn ($25Bn) in FY25.

Source · AMFI via IVR 2025

8%

Room AC penetration

vs Global 42%, China ~100%, US 90%. India accounts for ~7% of global AC units sold; China was ~55%.

Source · Jefferies via IVR 2025

0.9%

General insurance as % of GDP

vs USA 8.6%, Germany 3.7%, China 1.9%. India is structurally under-insured.

Source · CLSA via IVR 2025

07 — The market · Capital reality

The funding market we are deploying into.

Indian VC isn't 'in a drought' — it's reset to its pre-2021 cadence with bigger seed cheques, more institutional pre-seed capital, and stretched time-to-graduate. The bar to raise is higher. The bar to get help is the same.

$11.2B

India VC, 2024

Down from $37.4B peak (2021). 1,721 rounds — half the 2021 count. Discipline, not drought.

Source · Tracxn via IVR 2025

50%

Seed funding now in '$3M+ mango rounds'

Up from <10% in 2017. Sub-$1M rounds fell from 57.1% to 18.2% of seed funding — fewer cheques, larger sizes.

Source · Tracxn via IVR 2025

100+

MicroVCs in India

Filling the pre-seed gap between angels and choosy multi-stage funds — typically $100K–$500K cheques.

Source · Indus Valley Report 2025

30 months

Avg Series A→B in 2024

Up from 21 months in 2017. Seed→A also stretched from 23mo to 27mo. The bar to graduate is higher.

Source · Tracxn via IVR 2025

Next step

If the thesis fits, send us the deck.

Response within 2 business days. Decision within 21. We share the reason if we pass.