> For the complete documentation index, see [llms.txt](https://whitepaper.codefi.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://whitepaper.codefi.ai/roadmap.md).

# Roadmap

<figure><img src="/files/FKyCNaIwSyRYLqEjEbFh" alt=""><figcaption><p>Click for a detailed view.</p></figcaption></figure>

### **Q1 2025 – AI Model Training**

**Completed:**

* **Data Aggregation & Preprocessing:** Preprocess yield-related data across multiple platforms to ensure seamless integration into the AI model
* **Data Processing:** Analyze and refine raw data into structured intelligence for informed decision-making.
* **Beta Launch:** Enable users to build and analyze APY trends, price movements, and security risks.
* **Chatbot Integration:** Enable users to interact with the platform via conversational AI model for yield insights.
* **DeFi Backtest Model:** Simulate strategies based on market conditions.

**In Progress:**

* **AI-driven Insights:** Provide users with AI-driven recommendations for yield opportunities.

### **Q2 2025 – Execution Layer**

**In Progress:**

* **Smart Contract Infrastructure:** Execution contracts for non-custodial, automated yield farming.
* **Gas & Slippage Optimization:** Cost-efficient transaction routing to minimize gas fees and slippage.
* **Risk Management Integration:** Protective mechanisms such as stop-loss triggers, impermanent loss mitigation.
* **Adaptive Yield Optimization:** Real-time strategy adjustments based on APY fluctuations and market conditions.

### **Q3 2025 – AI-Managed Vaults & Governance**

* **AI-Managed Vaults:** Vaults that automatically optimize yield farming strategies based on real-time market data.
* **Community-Governed Strategy Curation:** Governance mechanisms where users propose and vote on farming strategies.
* **Yield Distribution:** Incentive structures for contributors and community members participating in governance.

### **Q4 2025 – Cross-Chain Expansion & Full Autonomy**

* **Multi-Chain Liquidity Routing:** Expand to additional blockchains, optimizing cross-chain yield opportunities.
* **Full Decentralization:** Transition governance and execution to a fully decentralized DAO structure for trustless yield farming.