Zylon by PrivateGPT ha compartido esto
On-prem private AI for the enterprise | Creator and main contributor of PrivateGPT (53K Github stars) | Zylon co-founder
Every AI provider claims to be 𝑝𝑟𝑖𝑣𝑎𝑡𝑒, making it impossible for data-sensitive companies to compare different AI solutions. Here is my analysis, ranging from the least private to the most: - 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐭 𝐒𝐚𝐚𝐒: many AI SaaS providers are SOC2, GDPR and even HIPAA certified. However, these certifications do not guarantee data privacy since they are relatively easy to obtain. Moreover, most SaaS make use of third party providers for different sub-processes (LLMs, embeddings, reranking…), resulting in private data being transferred and stored on numerous servers across the internet. - 𝐃𝐚𝐭𝐚 𝐀𝐧𝐨𝐧𝐲𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: privacy-aware SaaS services like LegalFly or MOSTLY AI anonymize sensitive data before sending it to AI. This approach combines the ease of adoption and power of SaaS with data privacy. However, it comes with a single point of failure, which is the anonymization algorithm itself. - 𝐋𝐨𝐜𝐚𝐥 𝐞𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧: AI that runs on your laptop or smartphone, such as PrivateGPT (https://privategpt.dev/) or Proton 's Scribe, ensures 100% data privacy since no data leaves your device. However, your device must be powerful (GPU, RAM…), limiting adoption, and the AI capabilities are quite constrained. - 𝐈𝐧-𝐡𝐨𝐮𝐬𝐞 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: implementing an end-to-end, in-house AI solution that runs within the company's infrastructure ensures privacy and does not limit AI capabilities. However, it requires a significant investment of time, money, and focus, making it suitable only for large enterprises. At Zylon by PrivateGPT, we have chosen to provide in-house-level data privacy without the pain of in-house development. We've created a self-contained, ready-to-use AI workspace that is simple to install on-premises, from data centers to all major private clouds. I hope this guide helps you navigate the growing offering of AI services. If you want to know more about Zylon’s solution, book a demo at https://cal.com/zylon/demo