# Execution Layer

The AI assistant in Aspis Protocol helps to increase level of abstraction when developing strategies and helps to ensure smooth and reliable execution despise of having connectivity issues when communicating with the blockchain and DeFi positions in general.

## How it works

<figure><img src="https://3400502967-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FUXZtBjB3AgvwvPXMkn1h%2Fuploads%2FoA3g0xHQor9qGx07QrLP%2FScreenshot%202025-01-16%20222318.png?alt=media&#x26;token=2343db99-4921-4e02-808c-add4087566c8" alt=""><figcaption><p>How does Aspis AI execution layer works</p></figcaption></figure>

1\. Enhanced Strategy Design:

&#x20;  \- Multiple Data Sources: The AI assistant aggregates data from multiple sources, including market trends, historical performance, and real-time analytics, to provide a comprehensive view of the market. This allows managers to feed strategies with reliable and diverse data sets.

&#x20;  \- Abstraction Level Increase: The AI increases the level of abstraction by simplifying complex decision-making processes. It breaks down intricate financial models into manageable components, making it easier for managers to implement sophisticated strategies without the need of in-depth technical knowledge.

&#x20;  \- Abstraction Level Increase: The AI increases the level of abstraction by simplifying complex decision-making processes. It breaks down intricate financial models into manageable components, making it easier for managers to implement sophisticated strategies without needing in-depth technical knowledge.

2\. Execution and Autonomy:

&#x20;  \- AI-Driven Execution: Once a strategy is defined, the AI assistant handles its execution. It monitors market conditions and adjusts positions automatically to optimize performance. This autonomous operation reduces the need for constant manual intervention, allowing managers to focus on higher-level strategic decisions.

&#x20;  \- Decentralized Execution: Unlike traditional centralized exchanges, Aspis Protocol operates in a decentralized manner, eliminating reliance on centralized APIs. This means there is no risk of orders being removed from the order book, market squeezes, or asset takeovers similar to the FTX incident.

&#x20;  \- Secure Environment: The AI ensures that all trades are executed within the predefined rules set by the smart contract. This includes built-in price protection and verification of assets and exchanges by oracles, safeguarding against potential manipulation or fraud.

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