AI-Powered DeFi Risk Optimizer

Decentralized Finance (DeFi) has unlocked new opportunities for lending, trading, and yield generation, but it also exposes users to significant risks such as smart contract exploits, liquidity instability, and malicious actors. Our project, AI-Powered DeFi Risk Optimizer, leverages autonomous AI agents to monitor DeFi protocols in real-time, analyze historical data, and generate predictive risk scores. The system integrates with Qubic smart contracts and bridges to ecosystems like Solana and Ethereum, providing developers and users with a transparent dashboard of protocol health. Using LangChain, Vector DBs, and cloud-native infrastructure, the optimizer simulates edge cases, forecasts liquidity crunches, and delivers actionable recommendations. By combining AI reasoning with blockchain transparency, this solution strengthens trust in DeFi, accelerates safe adoption, and positions Qubic as a secure launchpad for next-generation financial innovation. Our hackathon prototype will focus on risk scoring and visualization, with future expansion into predictive analytics and automated compliance tools.