Our AI discovers and trades strategies beyond human insight
Standard Signal trains and deploys frontier financial LLM models with full trading autonomy within strict risk parameters. Our AI hedge fund discovers and acts on new fundamental truths about the world before humans can.
rea·son·ing mod·el
noun
An AI model that uses chain-of-thought processing to solve complex problems step-by-step, improving accuracy on tasks requiring logic and multi-step analysis.
op·por·tu·ni·ties
noun, plural
Profitable trading signals and market inefficiencies hidden in complex data patterns invisible to human analysts and traditional quantitative strategies.
mar·kets
noun, plural
Financial exchanges and asset classes: equities, commodities, forex, and derivatives where price discovery occurs.
glob·al shifts
noun phrase
Geopolitical events and macroeconomic changes, policy shifts, conflicts, supply chain disruptions that move markets.
real time
adverb
Processing data with zero human latency, continuously ingesting and acting on information as it emerges.
risk pa·ram·e·ters
noun phrase
Predefined constraints on position sizing, drawdown limits, and exposure caps that bound the AI's autonomous trading, ensuring no single decision can exceed acceptable loss thresholds.
ro·bust rea·son·ing
noun phrase
Chain-of-thought logic that produces a fully explainable audit trail from signal to execution, ensuring every trade decision is traceable, reliable under adversarial conditions, and not a black-box output.
Join the team
Standard Signal is led by Michael Royzen, a second-time founder with deep research experience at UT Austin and across industry, who previously built the first AI search engine processing over 150M+ searches and trained the best-performing coding LLMs of 2023–2024.
Our team combines proven entrepreneurial execution with frontier AI research to build autonomous trading systems that consistently outperform.
For Qualified Investors
Invest with
Standard Signal
Deploy capital as an LP into our hedge fund. Market-neutral. Fully explainable.
$100k
Minimum Investment
Market-neutral
Strategy
2.0+
Sharpe Ratio
This is not an offer to sell securities. All investments involve risk including loss of principal. Available to qualified purchasers only.