Overview

Knidos is an on-chain AI-powered fund manager designed to revolutionize asset management through autonomy, transparency, and data-driven decision-making. Built on Avalanche and leveraging cutting-edge machine learning models, Knidos manages three algorithmic investment strategies: AI Trading, Funding Rate Arbitrage (FRA), and Yield Optimization.

In traditional finance, fund management is often exclusive, opaque, and heavily dependent on human intervention. Knidos addresses these limitations by introducing a fully autonomous and decentralized fund management system where all operations — from trade execution to capital allocation — are driven by AI models and recorded transparently on-chain.

At its core, Knidos integrates:

• Machine Learning for predictive trading signals.

• LLM-Based Insight Engines for real-time market intelligence.

• Reinforcement Learning for dynamic risk management and strategy optimization.

• Secure Trusted Execution Environments (TEE) to protect proprietary AI models and maintain data privacy.

• Tokenized Vault Structures (ERC-4626) to enable seamless investor participation and profit distribution.

By continuously analyzing market microstructures, whale wallet flows, social sentiment, and funding rate dynamics, Knidos adapts to changing market conditions in real-time. Our strategies are engineered to maximize risk-adjusted returns while maintaining capital efficiency and high transparency.

Knidos’ mission is to democratize access to institutional-grade investment strategies and transform decentralized finance (DeFi) with autonomous, AI-driven fund management — offering sophisticated trading infrastructure to both retail and institutional investors alike.

With backing from the Avalanche Foundation and the support of Knidos Labs, we are building the future of autonomous asset management — one block at a time.