Conjecture.
Venture.

We start with a conjecture — a high-conviction hypothesis about where AI creates irreversible value. Then we build the company to prove it.

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The next decade belongs to founders who build with AI from day one.

Three structural shifts are converging to create the most significant wealth-creation opportunity of our generation.

01

From Software to Outcomes

The age of selling software licences is ending. The next wave sells outcomes — delivered by AI agents that work autonomously.

2.5×
of SaaS roles replaced by AI agents by 2030
02

The Skill Economy

AI commoditises execution. The scarce resource is judgement — knowing what to build, for whom, and why. That is the new competitive moat.

10×
sooner to exit for studio-backed companies
03

Studio as the New VC

The venture studio model systematically outperforms traditional VC because it de-risks the earliest, most uncertain stage of company building.

35%
average IRR for venture studios vs 21.3% for traditional VC
53%
Venture Studio IRR
vs 21.3% traditional VC
25%
Studio Outperformance
vs standard VC returns
33%
Faster to Series A
studio-backed vs solo founders
10×
Outcomes Market
AI-native vs legacy software
Sources: McKinsey Global Institute, Gartner, Stanford HAI, WEF Future of Jobs Report

How the Model Compounds.

Each arm of Conjecture Ventures feeds the other. Theorem generates revenue and market intelligence. The Studio turns that intelligence into equity-backed companies. The best companies become the next Theorem clients.

RevenueIntelligenceTalent

Two arms. One flywheel.

Conjecture Ventures operates two complementary divisions: Theorem, our AI agency, generates revenue and market intelligence. The Studio arm converts that intelligence into equity-backed AI companies.

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Theorem

We build AI systems for enterprises. Every engagement generates revenue, market intelligence, and talent relationships that feed the venture arm.

→ Revenue, market intel, talent
Venture Arm

We co-found AI-native companies with exceptional talent from our Collab pipeline. We invest capital, time, and expertise.

→ Equity-backed AI companies
Self-Reinforcing Loop
Each cycle compounds the next.

Enterprise AI. Built to Last.

Theorem is our AI agency arm. We build production-grade AI systems for enterprises — from intelligent automation to custom LLM deployments. Every engagement generates revenue, market intelligence, and talent relationships that feed the Studio.

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Where students build. Enterprises solve.

Collab connects university talent with real enterprise challenges. The best projects become companies. The best students become founders.

Learn About Collab
Collab initiative

The Structural Case for Now.

AI is a platform shift, not a feature
Build with conviction, not permission
Revenue is the only real validation
Talent is the only sustainable moat
Speed compounds — move fast, ship early
Hong Kong is an underrated launchpad

Ready to Build
the Future?

Whether you are an enterprise looking to deploy AI, a student ready to build, or an investor who sees what we see — the conversation starts here.

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