SevenTrain Ventures · The Operator of the Intelligence Layer

For the rise of
Systems of Intelligence. The intelligence agency every company will need.

SevenTrain Ventures operates at the architectural layer where AI, Physical AI and the built world, Quantum, and the frontier domains beyond converge into the intelligence agency every company and every nation-state will need. The race is on. The outcome will be K-shaped.

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BY APPROVAL ONLY · IR@SEVENTRAINVENTURES.COM

“Every company, like every nation-state, will build its own intelligence agency — its own CIA — for the era ahead. The race is on. Those that build one will rise. Those that do not will collapse. The outcome will be K-shaped: companies and countries that have an intelligence layer, and those that do not.”

Vector 01 · AI · Enterprise

The Decision Intelligence Layer above enterprise data.

BFSI, capital markets, CX, commerce. SevenTrain runs the Vertical Partner Program for AI-native founders building the agentic decision layer above the bank’s data lake, the contact center’s transcript stream, the trader’s order book. Where information becomes judgment.

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Vector 02 · Physical AI · Built World

The Decision Intelligence Layer above the jobsite.

AEC has never had this layer. SevenTrain operates the 7TV Growth platform for ConTech, AEC, and physical AI founders building the perception substrate and decision systems above the built environment. Visual evidence and sensor signal become the input layer for every downstream decision the industry makes.

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Vector 03 · Quantum · Sovereign

The Decision Intelligence Layer above national infrastructure.

The SevenTrain&Co. Quantum Fund and The Intelligence Wars editorial series. The decision layer above defense, energy, and sovereign computing. Where strategic positioning compounds before the seminal commercial moment arrives.

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THE CONTINUITY · TEN YEARS BUILDING TOWARD THIS

SevenTrain Ventures did not arrive at Systems of Intelligence recently. The intellectual position was set years ago and has been built toward consistently — through cycles of hype, through corrections, through the rise of agentic systems, through the formation of the quantum capital conversation, through the inflection point a16z named for Physical AI and the Industrial Stack in 2026. The vector is ten years old. The execution is now. Every operator at SevenTrain has been operating at this layer — in finance, in deployment, in market access, in capital — for the time it took the rest of the market to catch up to where we have been looking.

THE OPERATING MODEL · ONE FLYWHEEL · THREE VERTICALS

One mechanism. Applied across three verticals.

The same operating mechanism executes across all three vectors. Different domain. Different operators. Same intelligence loop.

AEC

Operational

Active Deployment

QUANTUM

Forming

Founders

Jainish Rathod

Investment, AEC & Built World

ConTech · Physical AI · Built-world founders

Vikal Kapoor · Founding Partner · AI GTM Lead

AI-native founders entering enterprise

Supported by Mahendra Gianchandani (deployment) · Sanjay Mehta (engineering)

Mats Lokebo

Quantum Research & Investment

The Intelligence Wars network · PsiQuantum-tier founders

Enterprise Buyers

Lisa Kelly

Operating Partner, AEC

GCs · Owners · Developers · OEMs · Materials companies

Mahendra Gianchandani

Operating Partner, AI Customer & Growth

Banking · FinServ · Capital Markets · Wealth · Fortune 500

Vikal Kapoor

Founding Partner

Fortune 100 · Defense Primes · Sovereign Programs

Capital & Executive

7TV Growth · CVC + Family Office Network · US · India · LatAm

7TV Growth · Executive Briefings · Vertical Partner Program · Family Office + Strategic Capital

SevenTrain&Co. Quantum Fund · Sovereign Capital · Juliana (LatAm) · Mats (Europe) · Michele (MENA)

THE FLYWHEEL IS OPERATIONAL IN AEC · ACTIVE DEPLOYMENT IN AI · FORMING IN QUANTUM

The Confluence

The Venn diagram
no one else occupies.

There is no AI without IA. Most see the map. This is the territory.

25 years inside the rooms where capital actually moves — JPMorgan. Deutsche Bank. Bank of America. Bloomberg. The World Economic Forum. Then out. Free. Ran them. Didn't just advise them.

That instinct called AAPL in 2003. Backed quantum computing before it was institutional. Scaled a fintech platform 100x into acquisition. Designed agentic systems now running live across e-commerce, capital markets, and banking.

Domain depth. Applied AI that works. GTM instinct. Executive access. A capital network spanning the US, India, and Latin America. Most operators occupy one of those circles. The best, two.

This is what all five looks like.

$1M→$300M

iCommerce OS · Live · GMV

25+

Years inside capital markets

100x

EquityNet · scaled → acquired

Geographies · US · India · LatAm

Domain Depth Applied AI GTM Instinct Capital Network Pattern Recognition JPMorgan Bloomberg Deutsche Bank Bank of America World Economic Forum Hult Business School ESADE

"The executive briefing is the gateway."

"90 minutes. No deck. No pitch. A precise diagnosis of where your organization actually stands on AI — and what to do about it this quarter."

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Published Research · SevenTrain&Co.

The Intelligence Wars

"The next arms race is not nuclear. It is computational."

A geopolitical and strategic investment briefing series on quantum computing, AI, and the architecture of 21st-century national power. Two issues published. Twelve planned. Issue II was written during Operation Epic Fury — the thesis validated by live events before the issue went to press.

Issue I

The Intelligence Pivot

For the rise ofSystems of Intelligence. The intelligence agency every company will need.

AI, Physical AI, Quantum, and the frontier domains beyond.

One mechanism. Applied across three verticals.

The Venn diagramno one else occupies.

The Intelligence Wars

For the rise of
Systems of Intelligence. The intelligence agency every company will need.

The Venn diagram
no one else occupies.