Secure, Scalable AI Factories

Protopia Stained Glass Transform (SGT) is now compatible with NVIDIA NIM microservices. Together, SGT and NIM microservices enable organizations to run sensitive, high-value workloads on efficient shared infrastructure based on the NVIDIA AI Factory for Government reference design.
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.
Expand AI Innovation Securely with Protopia

As enterprises rush to adopt Large Language Models (LLMs) and Generative AI capabilities, executives face a dilemma. According to Gartner, 54% of senior technology and business leaders believe mishandling and leakage of sensitive and confidential data in Generative AI systems are critical concerns. Figure 1 – Top GenAI Concerns for Senior Leaders, Gartner Survey from […]
Foundational data protection for enterprise LLM acceleration with Protopia AI

New and powerful large language models (LLMs) are changing businesses rapidly, improving efficiency and effectiveness for a variety of enterprise use cases.
Protopia AI Takes On the Missing Link in AI Privacy: Confidential Inference

Machine Learning inference services are pervasive, underneath many popular applications that consumers rely on every single day.