# Trading Architecture

<figure><img src="/files/XllgLE5rqjOpSP1cr9fX" alt=""><figcaption></figcaption></figure>

* **Exchange Connectivity**\
  PSYOPS runs natively on top of your connected CEX account using secure API connections — currently supporting Binance Perpetual Futures only.
* **Signal Generation & Strategy Logic**\
  PSYOPS runs on our core deep neural network trained across multiple market data sources, including price, volatility, and technical indicators.
  * It generates and ranks trading signals every hour.
  * The system applies a statistical arbitrage framework, maintaining a market unbiased stance by entering 20 long and 20 short equally weighted positions. PSYOPS aims for a market-unbiased portfolio by maintaining simultaneous long and short positions across diverse assets. While not fully market-neutral, this structure minimizes exposure to broad market trends, focusing instead on relative performance between assets.
  * Every 48 hours, it re-evaluates portfolio positions based on signal strength, ranking, and market conditions.
  * Positions remain open until take-profit (TP) or stop-loss (SL) targets are triggered or position ranking changes.
* **Dynamic Risk Management**\
  PSYOPS automatically establishes stop-loss and take-profit levels for every trade.
  * Parameters are dynamically adjusted based on market volatility and liquidity conditions.
  * **Default leverage:** is **1.5x**, balancing capital efficiency and drawdown protection.
  * Custom risk, capital allocation and leverage controls will be introduced in future updates.
* **Execution Flow**
  * Trades are executed directly on your linked Binance account through Agent Arc’s non-custodial infrastructure.


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