AvB Capital
An Autonomous Fund
That Learns Every Day.
AvB Capital runs systematic strategies through a system of agents that research, trade, and improve on their own — adapting to markets rather than being re-coded for them.
The Approach
A disciplined, rules-based fund built around one idea: a strategy that learns from its own results should get better with time, not worse.
Autonomous by design
A system of specialist agents researches, decides, and manages risk with minimal human intervention. No discretionary hunches — every position traces back to a rule the machine can defend.
Continuously learning
The fund learns from every outcome. Models update as markets change, regimes shift, and new data arrives — so the strategy adapts rather than decays.
Systematic risk control
Position sizing, drawdown limits, and a hard kill-switch are built into the core — not bolted on. Capital preservation is a rule the system cannot override.
Where the Edge Comes From
Most quantitative edges erode as the world catches up. Ours is designed to do the opposite. The system closes the loop between decision and outcome — every trade becomes training data, so the fund understands markets a little better each week than it did the last.
Research
Agents scan global markets, fundamentals, and narrative for durable, testable signals.
Trade
Signals are sized and executed inside a strict, pre-defined risk framework.
Measure
Every position is scored against its thesis once the outcome is known.
Learn
The system feeds those outcomes back in — the edge compounds instead of fading.
Track Record & Methodology
Performance history, strategy detail, and full documentation are shared privately with qualified investors. If that's you, we'd be glad to walk you through it.
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Who We Are
AvB Capital is built by operators who have spent a decade building AI systems and five years in capital markets.
We built the fund we wanted to invest in: transparent in its rules, relentless in its learning, and honest about what it can and cannot do. Built from London, deployed globally.
Get in Touch Interested in AvB Capital?
We keep the fund deliberately small and selective. If you'd like to see the track record and how the system works, request access and we'll be in touch.
Request Access This website is for information purposes only and is directed at professional and qualified investors. Nothing on this page constitutes an offer or solicitation to buy or sell any investment, or investment advice. Investments carry risk, including the possible loss of capital, and past performance is not a guide to future results.