Generates an audit pack covering 9 frameworks.
Primary regulatorsESMA · SEC · FCA · MAS
Why it matters: AIFMD breach → loss of authorisation + 5M€ fine.
Not a generic LLM. Specialists with hard-coded domain knowledge.
Quant Analyst
Research and develop quantitative trading strategies and alpha signals.
Signal Researcher
Discover and validate trading signals from alternative and traditional data.
Meta Signal Agent
Combine multiple signals into a composite meta-signal with optimal weighting.
Trader
Execute trades with optimal algorithms minimizing market impact and slippage.
Risk Manager
Monitor and control fund-level risk: VaR, drawdown, exposure limits.
Auditor
Ensure transparency, audit trails, and regulatory reporting for the fund.
The integrations the agents know how to wire up.
Proven patterns the agents use to write your code.
Portfolio Risk Management
Applies when building risk analytics and portfolio monitoring systems for a hedge fund or asset manager. Risk management systems are mandatory under AIFMD for EU-regulated funds and under SEC Regulation D for US funds. AIFMD Article 15: risk management function must be…
Prime Brokerage Standards
Applies when building fund infrastructure that interacts with prime brokers for leverage, securities lending, settlement, and margin financing. Understanding prime broker mechanics is essential for accurate P&L calculation and risk management. ISDA Master Agreement (2002…
Signal Research Framework
Applies when building a quantitative signal research and development pipeline for a hedge fund or systematic trading strategy. Rigorous research methodology prevents overfitting and protects live capital. SEC Rule 10b-5: research signals must not be based on material non-public…
Ship your Hedge Fund
in 30 minutes.
Free tier — bring your own LLM key. No credit card.