# FAQs ### What is Lucidity? Lucidity is an AI-powered personalization and matching engine for Web3, designed to optimize user experiences by delivering tailored insights and actionable recommendations. Lucidity’s goal is to power a cohesive onchain ecosystem where every interaction is personalised and meaningful. ### How does Lucidity work? Lucidity leverages on-chain data, AI-driven prediction models, and risk profiling to perform two-way matching across protocols, wallets, and assets. For more details, check out our docs. ### Which Web3 platforms can use Lucidity, and how? Lucidity is designed for integration with a wide range of Web3 applications, including DeFi platforms, NFT marketplaces, and decentralized social networks. Some ideas have been highlighted in the use-cases section above. Lucidity’s inferences will be exposed for builders and end-users in various form factors, including APIs, SDK, and oracles. ### How can I partner with Lucidity? We’re always looking to collaborate with innovative Web3 and AI projects. Contact us to explore partnership opportunities. ### When will Lucidity be available? Lucidity’s first version will include prediction models for DeFi protocols, expected to be launch by Q4’24, with a full rollout planned for 2025. Check out the roadmap above for more details. ### How does Lucidity ensure data privacy? Lucidity adheres to strict data privacy standards, utilizing decentralized technologies to protect user data while delivering personalized experiences.