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AI Capital

The research-driven capital group for AI-disrupted markets and ventures.

University of St Andrews · Est. 2026

Our Mission

The AI Capital Group exists to be a think-tank for one of the most consequential transitions in modern finance: the restructuring of entire industries by artificial intelligence.

We take a rigorous and visionary approach to evaluating AI’s capacity in reshaping competitive advantage capital allocation, and value creation across the economy.

Our excellence is embedded within our core values: curiosity, rigour, conviction, and innovation. Curiosity opens the questions, rigour tests the thesis, conviction acts on the answers, and innovation ensures we never mistake those answers for the end.

AIC Vanguard Fund

Our fund is built around a defined investment mandate, a rigorous bottom-up analytical process, an actively managed portfolio, and published research we stand behind. Our thesis is not stagnant; we reassess and recalibrate our mandate every quarter. In a market defined by relentless innovation and constant disruption, intellectual rigidity is a liability. By regularly revisiting our core analytical framework, we ensure our portfolio reflects the most current and defensible view of where AI is creating and destroying value.

Q4 2026 Thesis

We deploy capital into publicly traded legacy software, running a concentrated book of high-conviction positions sized by conviction and downside risk. We screen for companies where the selloff appears sentiment-driven rather than fundamental. Each company is run through a two-pronged analysis, and all positions require a completed investment memo and a formal investment committee vote before capital is deployed.

Prong I — Defensibility

Does the company possess proprietary data, complex infrastructure, deep back-end engineering, or hard-to-replicate scale that insulates it from disruption?

Prong II — AI Leverage

Can the company actively harness AI to improve its products, reduce costs, or drive meaningful operational efficiency? Companies that pass both prongs form our shortlist.

Looking Forward

The fund is the foundation. AI Capital is built to become a multi-university network, expanding across institutions globally and spinning out a venture capital fund deploying into early-stage university AI startups. The ambition is to establish AI Capital as the global standard for AI investing methodology at universities, a think tank that defines how the next generation of analysts thinks about capital allocation in an AI-restructured world.

Founded to Build

LvH

Lea von Hilgers

Co-Founder · Head of Operations & Outreach

Lea leads operations and outreach, overseeing the group's strategic partnerships, external communications, and day-to-day execution.

YS

Yash Shah

Co-Founder · Head of Fund

Yash leads the capital allocation process, shaping investment strategy, markets coverage, and the group's expansion.

Team

Director of Research
Senior Leadership
Director of Outreach
Senior Leadership
Internal Consultants
2 Positions
External Consultants
3 Positions

Our Values

01

Curiosity — Curiosity prompts the questions.

02

Rigour — Rigour tests the thesis.

03

Conviction — Conviction acts on the answers.

04

Innovation — Innovation ensures we never mistake those answers for the end.

Get in Touch

For partnership inquiries, sponsorship, or to learn more about AI Capital and the AIC Vanguard Fund.

aicapitaloutreach@gmail.com