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.
Protopia AI for LLM Data Protection Explained
Trusted By Leading AI Teams
Securely access and share sensitive data for impactful AI
75%
of enterprise data goes unused
61%
of teams aren’t willing to share data
4.45M
average USD cost of enterprise data breach
Learn how SGT helps you break down data silos, maximize data utility, and achieve your AI goals.
Retain complete ownership and ensure data security across all AI workloads
Expand Access
Securely transmit and process data across heterogeneous environments without exposing sensitive details.
Optimize Infrastructure
Unlock optionality to use the most performant GPUs in any environment - on-prem, hybrid or multi-tenant.
Run at blazing speed
Runs up to 14,000x faster than cryptographic techniques, adding mere milliseconds to AI inference.
See how teams are using Stained Glass Transform™
US Navy
“A big concern has emerged in AI: data privacy. Protopia uniquely addresses those concerns and accelerates time to AI deployments and value. NetApp is thrilled to have Protopia in our NetApp AI solutions as a technology partner.”
Keith Norbie
Sr. Director WW Partner Solutions & Sales Acceleration
Q2 E-Banking
“At Q2, we offer a variety of fraud detection solutions using AI; for example, we use computer vision to detect various forms of check fraud. The prospect of feature-level obfuscation of inbound data for maximizing data protection and privacy in our AI solutions is very compelling to us and to our customers.”
Jesse Barbour
Chief Data Scientist at Q2ebanking
See Protopia AI in Action
Leverage the opportunities of AI and LLM use cases by better protecting the data that powers them.
Take the First Step
For Enterprise AI Users
Try out Stained Glass for LLMs for yourself. See how you can protect your prompts through holistic transformation for use-cases like Question & Answering, RAG, and Summarization.
For AI Providers
See how to use Stained Glass Engine to create Stained Glass’ capabilities for your foundation model or AI application.
Latest News & Articles
Protopia AI Now Available on AWS Marketplace
Available through Amazon SageMaker and AWS Marketplace, Protopia Stained Glass Transform (SGT) adds a drop-in privacy layer to protect critical data in enterprise AI applications. SGT enables secure inference on open-weight models, starting with Llama 3.1 8B, and is designed to support high-impact use cases like RAG, document processing, and customer interaction, especially in industries where sensitive or proprietary data would otherwise block adoption.
Big Win for Secure AI Inference: vLLM Adds Prompt Embedding Support
Protopia now supports vLLM’s new prompt embedding feature, enabling secure LLM inference without plaintext at inference. Together, vLMM and Protopia Stained Glass Transforms (SGTs) unlock private, high-performance AI workloads for enterprises handling sensitive data.
Protopia AI and Lambda Partner to Provide Roundtrip Inference Data Protection to Secure LLM Endpoints
Protopia AI announces partnership with Lambda to bring Roundtrip Protection for Secure LLM Inference Endpoints. This the only solution that eliminates plaintext exposure throughout the entire AI inference lifecycle, ensuring clients retain full ownership of their prompts and responses—even in multi-tenant environments. In partnership with Lambda, we empower enterprises to use sensitive data with AI securely while benefiting from Lambda’s high-performance, cost-optimized inference solutions. Ideal for regulated industries or organizations scaling infrastructure, this combined offering closes the final data privacy gap without compromising ROI, performance, or latency.
