Flock It
Empowering underserved communities with AI-driven financial access
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About
The problem it solves ‘Flock It’ addresses **financial exclusion** by making **DeFi accessible to underserved communities**. Current barriers include: #### **High Complexity – DeFi Requires Financial & Technical Knowledge** - **Flock It** uses **simple, goal-based intent**, powered by **AI agent automation**, abstracting complexity from the end user. #### **Lack of Financial Access – Billions Remain Unbanked or Underbanked** - **Flock It’s hackathon solution** aims to facilitate **self-repaying microloans** that are **autonomously managed by AI agents**. #### **Debt Traps & Liquidations – Lack of Automated Refinancing & Risk Protection** - An **extension of Flock It** would include AI agents that **autonomously refinance loan positions using flash loans**, ensuring borrowers always have the **cheapest debt**. - Another **extension** would monitor **Loan-to-Collateral (LTC) ratios** and use **predictive analytics** to mitigate liquidation risks. #### **Cross-Chain Inefficiencies – Difficulty Moving Assets Across Chains** - Users struggle to move assets across **Acala, Parallel Finance, and other chains** to access the best opportunities. - An **extension of Flock It** is to integrate its framework across **multiple chains and protocols**, ensuring access to the **best lending and yield opportunities**. User Interaction and Data Flow Everything happens **seamlessly & autonomously**, with **zero manual intervention**: 1. **User connects wallet** 2. **User enters financial goals** (e.g., self-repaying loan, refinancing, yield farming, etc.) 3. **Meta-agent router selects the best AI agents**, indexed from various marketplaces (**OLAS, Theoriq, etc.**) 4. **Selected AI agents evaluate user goals** and formulate a **strategy recommendation** based on market data, loan rates, risk conditions, etc. 5. **Recommended strategy is executed on integrated DeFi protocols**, such as **Silo Finance, Uniswap, Acala, or Parallel Finance** 6. **Users see real-time results** on their financial goals The project architecture and development process **Flock It** uses a **modular design** to allow **easy expansion** to new **AI agents** and **DeFi integrations**. For details on the **current product’s architecture**, refer to the **GitHub page**. #### **Frontend** - **React-based UI** for users to **set financial goals and track results** - *(Currently, the project is executed from the command line.)* #### **Backend** - **AI agent orchestration** with a **meta-agent selecting the best agents** from various AI marketplaces (**OLAS, Theoriq**) - **Uses proprietary AI models** for strategy selection #### **AI Model & Intelligence Layer** - **Built on Theoriq framework**, enabling **modular intelligence expansion** - Can integrate **additional intelligence sources & agents** as needed #### **Market Data Layer** - Agents analyze **interest rates, liquidation risks, and social sentiment** (e.g., **Twitter, market feeds**) #### **Execution Layer** - Once a **strategy recommendation is made**, **smart contracts interact with integrated DeFi protocols** - May involve **one or multi-step transactions** to execute the recommended strategy Product Integrations - **Uniswap** – Decentralized token swaps - **Silo Finance** – Isolated lending market integration - **Theoriq** – Launches a **swarm of AI agents** that work together within a **multi-agent framework** to formulate and execute the recommended strategy - **OLAS AI Marketplace** – AI agents can be **triggered from the OLAS marketplace** - **Polkadot (XCM) – In Progress** – Enables **cross-chain transactions** between **Acala, Parallel, and Moonbeam** - **Alchemy** – Provides **blockchain data & analytics** for AI-driven decision-making - **Cookie Data** – AI agents analyze **on-chain user behavior & market trends** - **Twitter** – Sentiment analysis for **market trend forecasting & strategy refinement** - **Anthropic** – Utilizes **Claude AI for natural language processing and advanced decision-making** within AI agents Key differentiators and uniqueness of the project Unlike existing DeFi solutions that require **constant monitoring**, **Flock IT** allows **passive participation** in a complex market, making **DeFi accessible to everyone** #### **Key Features & Innovations** - **AI-Powered Microloans** – Enables **self-repaying loans** for **underserved users**, uniquely tailored to their financial needs (**use case of our demonstration**) - **AI Framework Collaboration** – Calls on **multiple AI agents** that **collaborate** to achieve the **best outcome for the user** - **Debt-Free Borrowing** – Borrowers can **automate repayments** via **yield strategies** using a **Silo Finance hook**, allowing **AI agents to autonomously repay loans from trading income** - **Public Good Alignment** – Supports **SDG goals**, including **financial inclusion & reduced inequality**. - **Fully Automated Finance** – No need for **manual position tracking, refinancing, or liquidation risk management**—everything is handled through a **simple interface for users** Trade-offs and shortcuts while building The goal was to **build a working MVP within the hackathon timeframe**, with **expansion planned post-event**. - **Rapid Prototyping** – We made **big assumptions** about the **ease of integrating with protocols**, but ultimately **narrowed down** to the technologies that made the most sense for our use case and time constraints - **Hard-Coded Workarounds** – Some aspects, such as **Meta-Agent orchestration** (searching for the best DeFi agents), **are not yet implemented**, and instead, our proprietary AI model is used via **brute force** - **Future AI Model Strategy** – We believe **Flock IT's future** will be a **hybrid model**, combining **proprietary AI models** with **third-party AI models** from marketplaces like **OLAS & Theoriq** - **Limited Integrations (For Now)** – Currently, **Uniswap & Silo Finance** are built-in, but **Acala, Parallel, and other parachains** can be added later due to our **modular design**