> For the complete documentation index, see [llms.txt](https://dao-ai-agent.gitbook.io/dao-ai-agents/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://dao-ai-agent.gitbook.io/dao-ai-agents/system-architecure.md).

# System Architecure

DAO AI Agent is designed to provide DAOs with core functionalities that demonstrate value, streamline operations, and serve as a foundation for future expansions. Below is a breakdown of the structure and workflows

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## Core Functionalities

**1.1 Create a DAO**

* Innovative DAO Creation Workflow:  Users are guided step-by-step through the process of creating a DAO.

* The process includes:

  * Defining the DAO’s purpose, structure, and governance model.
  * Setting up decentralized wallets and treasury mechanisms.
  * Automating key functions with AI agents.

* AI-Driven Enhancements 
  * Automates tasks like tokenomics design and smart contract setup.
  * Pre-integrates with platforms like X (formerly Twitter), Telegram, and Discord for community engagement.
  * Deploys initial AI agents (e.g., Governance Agent, Engagement Agent) for immediate functionality.
  * Smart Contract Integration: During the creation process, the platform enables DAOs to link smart contracts directly with AI agents.
  * This allows agents to execute on-chain actions such as voting, fund transfers, and proposal management autonomously.

***

**1.2 Modular DAO Agents**

* A library of pre-built agents that DAOs can immediately integrate into their processes:
  * Governance Agent: Drafts proposals, summarizes decisions, and tracks voting trends.
  * Treasury Agent: Monitors funds, suggests allocations, and automates safe transfers.
  * Engagement Agent: Interacts with members across platforms like Telegram and Discord.
  * One-Click Integration:
    * Seamlessly connect agents to existing tools like Snapshot, Aragon, and Gnosis Safe.
    * Agents are ready for immediate deployment and customization.

***

**1.3 Create an Agent**

* No-Code Agent Creation:

  * The platform simplifies agent creation with a visual interface, eliminating the need for coding expertise.

* Users can:

  * Define the agent’s role using dropdowns and guided prompts.

  * Select pre-configured templates for tasks like proposal drafting, sentiment analysis, or treasury automation.

  * The platform generates the underlying code, ensuring compatibility with DAO workflows.

  * Customization Options:
    * Advanced users can access the DAO AI Agent SDK for fine-grained control.
    * Integrate custom agents with specific smart contracts or external tools via APIs.
    * Deploy and test agents in a sandbox environment before activating them live.

***

**1.4 Intelligent DAO Onboarding via Contract Address**

* Input Stage: 
* DAOs provide a primary input such as a governance platform URL, smart contract address, or token contract details.
* Secondary inputs can include wallet addresses or links to community channels like Telegram or X.

Data Extraction:

* **Smart Contract Analysis:** Automatically parses the submitted contract address to identify governance rules, treasury mechanisms, and voting structures.
* **Proposal and Voting Data:** Scrapes active and historical records proposals, including proposal outcomes, participation rates, and voting history.
* **Token and Treasury Details:** Extracts token information, treasury balances, and transactional data using APIs like The Graph. 
* **Community Sentiment:** Analyzes sentiment across linked community platforms (e.g., X, Discord, Telegram) to gauge member engagement.
* **AI-Driven Recommendations:** Generates tailored operational configurations based on extracted data.
* Suggests modular agents to automate governance, treasury, and engagement tasks.
* **Auto-Populated Dashboard:** Pre-fills the DAO AI Agent dashboard with actionable insights and recommended integrations. Configures modular agents for immediate testing and deployment.

**1.5 API Integration with DeFi and External Tools**

* **Seamless Connectivity:** DAOs can leverage external DeFi tools for yield farming, staking, or liquidity management Integrates with platforms like Uniswap, Compound, Aave, Yearn Finance, and Curve for extended capabilities.
* **Productivity Apps:** DAO AI Agent integrates with tools like Slack, Notion, and Trello to enable seamless workflow management for DAO contributors.
* **Analytics and Data Tools:** Connection to tools like Dune Analytics, The Graph, and Chainalysis for on-chain and off-chain insights.
* **Real-Time Data Access:** Provides agents with on-chain and off-chain data to enhance decision-making.