# Architecture

#### **Data Integration and Execution Layer**

* **Data Sources:** Inputs from various sources, such as social accounts, blockchain, analytics tools, newsfeeds, and crypto aggregators, provide a comprehensive market overview.
* **Dynamic Data Usage:** Agents dynamically decide how to utilize available data, enabling continuous improvement in insights and decision-making. Strict requirements can be imposed when necessary.
* **Execution Autonomy:** Aggregated data is analyzed for actionable insights:
  * **Aggregators:** Provide a holistic view of market trends.
  * **DeFi Protocols:** Unlock liquidity opportunities and execute swaps securely.
  * **On-Chain Data:** Deliver real-time updates on blockchain transactions and holdings.
  * Agents autonomously adjust strategies, safeguarding against manipulation or fraud.

#### **Vault Infrastructure**

Aspis vaults serve as modular components for asset management and strategy execution, offering transparency and security:

* **Vault Deployment:** Users or managers can set up new vaults with defined parameters, such as asset types, risk levels, and operational rules.
* **Vault Components:**
  * **Treasury Management:** Safeguards user funds and tracks overall balance.
  * **Shareholder Registry:** Tracks user stakes (via smartcoins), calculates performance fees, and facilitates revenue distribution.
  * **Operating Rules:** Enforces compliance with investment parameters and ensures secure trade execution.
  * **AI Agents:** Drive decision-making by automating asset allocation, rebalancing, and strategy execution.

#### **Vault Lifecycle**

1. **Creation:** Users or managers define vault parameters and deploy the smart contract.
2. **Funding:** Investors deposit assets and receive smartcoins as proof of their stake.
3. **Execution:** AI agents autonomously manage trades, swaps, and rebalancing in accordance with the vault's predefined strategy.
4. **Monitoring:** Real-time updates are available through the Aspis platform or text-based commands.
5. **Exit:** Investors can redeem their smartcoins and withdraw assets at any time, ensuring flexibility and control.

#### **Text-to-Manage Interface**

Aspis introduces a **text-to-manage interface** for simplified vault operations:

* **Vault Exploration:** Users can request the system to find suitable vaults based on criteria like risk tolerance or yield expectations.
* **Real-Time Updates:** Performance metrics, trading notifications, and market updates are delivered via an integrated Telegram chat.
* **Investment Actions:** Users can invest, rebalance, or withdraw funds directly through conversational commands, making DeFi interactions more intuitive.

#### **Security and Risk Management**

* **Smart Contract Guardians:** Prevent unauthorized transactions and enforce operational rules.
* **Predefined Compliance Checks:** Automated checks ensure that all transactions align with user-defined parameters, mitigating risks effectively.


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