No. 03 · An autonomous trading fund · Investment systems

A fund that trades itself

An autonomous trading platform and a self-retraining AI advisor, reporting every four hours without a human in the loop.

Role
Everything
Scope
Engine, risk, advisor, reporting
Status
Live, gated path to capital
Headline
20+ systematic strategies
The problem

A venture fund wanted a systematic trading operation without a trading desk: strategy research, execution, risk, and reporting, all autonomous, with an audit trail an investor could trust.

The build

A 104-module platform: twenty-plus systematic strategies with market regime detection, a backtesting engine, disaster floors and direction-concentration caps, and a two-machine production deployment. On top sits an AI advisor that originates investment theses on a four-hour cadence, attributes every outcome back to the specific knowledge that produced it, and retrains itself weekly.

The proof

The platform maintains a public verified track record that is never retro-fitted: projections are stamped before the fact and compared against actuals daily. Informed by its knowledge loop, the advisor’s decision quality improved by an order of magnitude over its blind baseline.

104
engine modules
4h
autonomous reporting cadence
Weekly
advisor self-training
Daily
projection vs actual audit