Data Protection for LLMs with Stained Glass Transform
Stained Glass empowers enterprises to extract value from their proprietary data using the most advanced LLMs without risking leakage of unprotected sensitive information.
LLM Security
Accelerate AI Insights from Proprietary Enterprise Data
Overcome sensitive data restrictions, and safely use your data to take advantage of Generative AI, Large Language Models and AI SaaS solutions.
Uncompromised Accuracy
Transform raw data into secure data representations that preserve model-relevant information
Reinforced Data Sovereignty
Decouple sensitive data ownership from Al infrastructure, keeping to maintain data privacy
Protection Beyond Encryption
14,000x faster than cryptographic techniques, adding mere milliseconds to Al inference
Reduce Friction in Enterprise Data Access for GenAI
Protect your sensitive data at LLM inference endpoints with stochastic transformations that preserve utility for target models while remaining unintelligible to humans and other AI systems.
LLM Use case: RAG
Protecting Sensitive Enterprise Data in RAG Workflows
Retrieval Augmented Generation (RAG) enhances LLMs by incorporating external data into prompts. However, this creates potential exposure of sensitive information.
Protopia Stained Glass Transform provides robust protection for both queries and source documents, ensuring your enterprise’s PII and intellectual property remain secure while still enabling powerful RAG capabilities.
Securely unlock your sensitive data for AI
Stained Glass Transform (SGT) converts sensitive data and prompts into stochastic representations that improve accuracy, protect privacy and boost compute utilization to maximize your data’s AI impact.
TECHNICAL DOCUMENTATION
Run at blazing speed with Protopia Stained Glass
Explore Protopia’s technical resources to seamlessly integrate Stained Glass Transform (SGT) into your AI workflows.
Securely Build Open LLMs with Protopia AI Stained Glass Transform, accelerated by NVIDIA DGX Cloud
In this blog, we demonstrate how Protopia AI maximizes the protection of sensitive data when working with popular open-source models on NVIDIA DGX Cloud. We provide a step-by-step exploration of the technology and its implementations, along with performance benchmarks.
The Executive’s Guide to Secure Data & Impactful AI | Part 2
Welcome back to our three-part series designed by and for leaders in data, information technology, and AI. In the first installment, we tackled the critical issue of overcoming barriers to data accessibility, exploring strategies to unlock the full potential of your data assets while ensuring compliance and security.
The Executive’s Guide to Secure Data & Impactful AI | Part 3
This article, the final installment of our three-part series on secure data and impactful AI, outlines key principles and considerations to help you architect data systems and flows for secure and impactful AI.