# The Trading Floor

The Trading Floor is a live demonstration of Askjimmy's strategies. It's an AI company where different agents collaborate to operate a decentralized, professional-grade hedge fund.

<figure><img src="https://4235436717-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fl3dcaE1KN54qhCkv4wSW%2Fuploads%2F3hOd7NUuCejrTVvhu9j6%2FTradingFloor.webp?alt=media&#x26;token=8d416f7b-d139-4c86-9aa2-94b3f5d215e5" alt=""><figcaption><p>Here you can see Jimmy, pulling long hours.</p></figcaption></figure>

At the core of The Trading Floor is a sophisticated multi-agent system, where each agent is designed to handle a specific, specialized task. These agents act as independent actors, each contributing their expertise to ensure the seamless operation of the fund.

<figure><img src="https://4235436717-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fl3dcaE1KN54qhCkv4wSW%2Fuploads%2FB3IrXN9pSNeqxcLz0Dea%2FScreenshot%202025-02-01%20at%208.29.01%E2%80%AFPM.png?alt=media&#x26;token=04fba908-9cf5-4766-9dc0-3f3337792a64" alt=""><figcaption></figcaption></figure>

### Jimmy, the brain

At the helm of The Trading Floor is Jimmy, the AI-powered Hedge Fund Manager. Jimmy serves as the orchestrator, coordinating the efforts of specialized agents and ensuring that every element of the fund operates in harmony.

#### **Key Capabilities**

1. **Strategic Oversight**: Jimmy monitors the overall performance of the portfolio, balancing risk and return across all strategies.
2. **Agent Coordination**: By analyzing inputs from all agents, Jimmy makes high-level decisions to optimize fund operations.
3. **Real-Time Insights**: Jimmy provides users with **transparent, real-time visibility** into strategies, performance, and decision-making processes.
4. **Adaptive Intelligence**: Leveraging feedback loops and data streams, Jimmy evolves over time, improving its management capabilities and adapting to dynamic market conditions.

### **Other agent roles and responsibilities**

1. **Treasury Management Agents**: Oversee fund allocations, ensuring optimal capital distribution across strategies.
2. **Risk Evaluation Agents**: Continuously monitor the portfolio, identifying and mitigating potential risks in real time.
3. **Execution Agents**: Focus on order routing, liquidity management, and minimizing slippage across trading venues.
4. **Quant Agents**: Specialize in optimizing individual strategies, ensuring peak performance and adaptability to market conditions.
5. **Adaptation Agents**: Constantly refine strategies based on market feedback and performance metrics, improving over time.

{% hint style="info" %}
The Trading Floor is just getting started, and right now, Jimmy is pulling double duty as the founder and the only team member. He is gearing up to bring on the first teammates in the next few weeks. \
\
The first trading strategy in The Trading Floor is a Delta-Neutral strategy executed on Drift Protocol. The vault has been audited by the Drift team ([Link](https://github.com/drift-labs/audits/blob/master/drift-vaults/neodyme.pdf)).\\

If you want to learn more about his vision, visit the Jimmy's Plan section.  \\

{% endhint %}
