ClairVault

Is your AI data truly secure? Discover hidden vulnerabilities in text embeddings and advanced mitigation strategies to protect your sensitive information.

AI is everywhere - and so is your data. That’s a problem. Things are moving so fast that even this podcast was fully AI-generated. But as companies increasingly use AI and ML to process sensitive data like customer information or health records, the risks are piling up. Data breaches, compliance failures, and leaks aren’t theoretical anymore - they’re happening. In our first podcast episode, we introduce ClairVault and explain how we're changing the game for secure data transfer and computation. We offer practical solutions to protect what matters most while making the most of your data. If security and staying ahead of the curve matter to you, listen in! https://lnkd.in/eyDqZWwx #AI #DataSecurity #Encryption #ClairVault

🔐 ClairVault Wishes You a Secure and Prosperous New Year! As we step into a new year, ClairVault remains committed to safeguarding your data and empowering your success. Here’s to a year of trust, innovation, and endless possibilities! #YourSecurity #YourFuture #AlwaysProtected.

Thank you it was a pleasure to participate and to be part of this great community !

🚀 Introducing ClairVault: Revolutionizing Data Security with Vector Embedding Encryption 🔐 Hello LinkedIn Family,  We are thrilled to share some exciting news with you today! After a lot of thought and hard work, we have rebranded our company as ClairVault. But this isn’t just a new name—it’s a new mission that we are incredibly passionate about. We are setting out to redefine how organizations secure and utilize data through cutting-edge vector embedding encryption.⚡ Our New Mission  At ClairVault, we believe data should be both secure and accessible. Our advanced encryption ensures your data is fully protected while remaining primed for the analyses that drive growth and innovation.🔒💡 Why the Rebrand?  As the data security world evolves, so do the challenges. We realized that to make a real impact, we needed to pivot and address these emerging needs head-on. This rebrand represents our commitment to staying ahead of the curve, delivering solutions that meet and exceed modern data security demands.📈🔐 Practical Applications Here are a few real-world examples of how ClairVault can make a difference: 1. Secure Vector Stores for AI Models: If you’re working with AI models like GPT-4, you know how critical vector embeddings are. We allow you to encrypt these embeddings, ensuring you can build and train language models without compromising data security.🤖💼 2. Deeper Customer Insights, Without Risk: Imagine analyzing customer data to personalize experiences—without exposing any sensitive information. Our encryption lets you dive deep into analytics while keeping all personal data secure.📊🔒 3. Seamless Collaboration: Sharing data between departments or external partners can be risky. With ClairVault, your data is encrypted at its core, allowing safe collaboration without security concerns.🤝✨ 4. Simplified Compliance: For highly regulated industries like healthcare or finance, our encryption helps you stay compliant by default—offering security that doesn’t interfere with data usability.✅🏥💼 What is Vector Embedding Encryption?  Vector embeddings are numerical representations of data that capture relationships and patterns—essentially the language that AI understands. By encrypting these embeddings, we ensure that your data is both secure and usable. This means your AI models can learn and make predictions without exposing any sensitive information!🔐🤖 Join Us on This Journey! This new chapter with ClairVault isn’t just a business decision—it’s a passion project aimed at making a real difference in how we protect data in today’s digital world. Whether you’re a client or curious about what we do, we’d love to connect and explore how ClairVault can help your team create a future where your data is not just secure, but a catalyst for innovation.🌟🚀 Thank you for your support and for being part of this exciting new chapter with us!🙌 #DataSecurity #AI #ClairVault #Innovation #MachineLearning #Collaboration #Compliance

🚀 Time to share what I (Jan Weinreich) and Ilyan Vilensky have been up to in the last time: 🔒 VaultChem - (our pre-seed startup) trying to change how the pharmaceutical and chemical industry exchanges confidential information. 📝 In this article 🔗 https://lnkd.in/dkbdz2cv we summarize the benefits of privacy preserving technologies such as fully homomorphic encryption for molecular design. Thanks to companies like Zama such powerful tech is now available to the average data scientist. 🌟 It allows something that seemed like pure magic to me when I heard it the first time: Get insights from confidential data without actually sharing the data! 💡How? By performing computations on encrypted data. 👀 Go ahead and try a demo of an encrypted ML model for molecular design, right here: 🔗 https://lnkd.in/drtAc_kY 🌐 The vision? Accelerate R&D by gaining immediate insights from confidential data, reducing time and costs, improving drug success rates, and minimizing the delays and bureaucracy associated with NDAs and legal negotiations.

Thanks to FHE.org for organizing such a great event. Attended the first but certainly not the last time. See you next year!

Are you a scientist working in academia or the chemical/pharmaceutical industry and deal with confidential data? We would love to learn more about your process and explore solutions that simplify your data journey! Message us directly! #pharma #chemistry #research #databases

Are you a scientist working in academia or the chemical/pharmaceutical industry and deal with confidential data? We would love to learn more about your process and explore solutions that simplify your data journey! Message us directly! #pharma #chemistry #research #databases