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

# Roadmap

At Knidos, we are building the first AI-driven hedge fund on Avalanche, combining cutting-edge artificial intelligence with decentralized finance to revolutionize trading, yield optimization, and fund management. Our goal is to make financial markets more accessible, transparent, and efficient by leveraging AI-driven signals, automated trading strategies, and blockchain-based fund structures.

By autonomously trading with pooled capital, our AI agent maximizes returns while distributing profits back to token holders. This creates a collaborative ecosystem where success is shared, and trust is built into every transaction.

* Phase 1
  * Machine Learning based Signal Generator
  * LLM + ML + News + Twitter Data + Wallet Data Analysis Insight Agent
* Phase 2
  * OnChain Fund Structure
  * Collecting funds from the investors on Avalanche blockchain. High watermark 20% Success fee
  * OnChain Trading Agent
  * Top 100 token trading
  * Funding Rate Arbitrage Trade
* Phase3
  * Terminal Access - AI powered insight manager - Click to trade option
  * Concentrated Liquidity Pool Trade
  * Stablecoin Yield Opt. Trade
* Phase 4
  * Fund Pool tokens - Lending Borrowing platform integrations
  * AI-Powered Whale Wallet Behavior Prediction and Sentiment-Aware Crypto Trading Bot
  * Whale Wallet Network Modeling
  * Advanced Crypto Sentiment Analysis