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Wand AI and Protopia AI Partner to Power Sovereign AI on Shared, Secure, High-Utilization Backend

Wand AI and Protopia AI today announced a partnership to deliver sovereign AI at national scale. The collaboration combines Wand’s operating system for the hybrid human and AI workforce with Protopia AI’s inference privacy layer, enabling a government or enterprise to run its most sensitive workloads across one shared sovereign backend at full utilization, without exposing data to the infrastructure operator or to other tenants.

Private Token Factories: How Rafay and Protopia AI Let Sensitive Workloads Run on Shared GPU Capacity

The direct win is being able to serve workloads that used to require dedicated, single-tenant endpoints at multi-tenant utilization instead. In Protopia’s modeled deployment economics, that shift meaningfully lowers annual infrastructure cost for those workloads, since they’re no longer sitting in underutilized carve-outs (actual savings depend on workload mix and scale).

Useful Agentic AI Has Arrived

Protopia AI’s SafeCLAW makes inference safe for sensitive data, so the work that was previously paying the isolation tax can route to the multi-tenant factory like everything else.

Sensitive Data, Open Models, and the AI Factory’s Inference Privacy Layer

Protopia AI Stained Glass Transform (SGT) is now available for NVIDIA Nemotron 3 Super and Nemotron 3 Nano Omni. As an integrated data-privacy layer, SGT is designed to minimize plaintext exposure from the inference path, so an enterprise’s most sensitive workloads can run on the multi-tenant AI factory infrastructure where supported.

Zero-Trust AI Factories Unlock Sensitive AI Anywhere with Protopia AI Stained Glass Transform and NVIDIA Confidential Containers

NVIDIA Confidential Computing, combined with Protopia AI’s Stained Glass Transform, helps organizations protect sensitive inference data and model IP, enabling more secure AI deployment across multi-tenant infrastructure.

Breaking Data Silos: How Private Inference Unlocks GPU ROI on Sensitive Data

Private inference architecture, powered by Protopia AI’s Stained Glass, directly strengthens multiple ARMOR domains.

McKinsey Lilli hack & Anthropic Mythos reveal new AI cybersecurity threats

The application-layer breach has known fixes, and McKinsey has applied them. The inference pipeline is the second layer, and it is the one Mythos should reframe.

Half Your AI Factory Is Sitting Idle, here is the Blueprint That Fixes It

AI Factory ROI depends on using high-value data at full fidelity and running compute at full capacity. Privacy constraints force operators to choose one or the other. HPE and Protopia AI have validated a blueprint that eliminates that tradeoff through private multi-tenant inference.

MGT, Protopia AI, and HPE Launch AI Experience Center to Accelerate Secure AI across State, Local, and Education Government (SLED)

MGT, Protopia AI, and HPE introduce a national AI Experience Center for SLED agencies to scale governed AI while protecting sensitive data.

Private tool calling for agentic AI with Stained Glass

Secure your agentic AI workflows with private tool calling using Stained Glass. Protect sensitive data in tool schemas, arguments, and outputs with end-to-end privacy.

Protopia AI Selected as Awardee on Missile Defense Agency SHIELD Contract Vehicle

Protopia awarded under Missile Defense Agency’s Scalable Homeland Innovative Enterprise Layered Defense (SHIELD).

Unlocking Sensitive Data for AI in Financial Services

How Stained Glass helps financial institutions and and AI builders run AI with sensitive data without exposure while improving GPU utilization and cost.

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.

Unlock Hidden ROI in GenAI Infrastructure

Your AI hosting configuration can make or break the ROI of your use case. Learn how to balance the needs of the CISO and the CFO with secure, efficient AI infrastructure powered by SGT.

Secure AI Inference Pipelines: Building End-to-End Private RAG with Cyborg & Protopia AI

Unlock the value of your enterprise data without exposing it during retrieval or inference Why “Private” in RAG Still Isn’t Private Enough Retrieval-Augmented Generation (RAG).

Protopia AI Receives $1.25M Direct-to-Phase II Contract from U.S. Air Force

Protopia will enable the Air Force Sustainment Center Software Directorate (AFSC/SW) to use SGT technology to protect code from prompts used for inference with coding LLMs.

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.

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 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.

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 1

Expand AI Innovation Securely with Protopia

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.

eBook An Enterprise’s Guide to AI and LLM Data Protection

Exciting news! Our latest eBook, “An Enterprise’s Guide to AI and LLM Data Protection” is now available.

Data Privacy: Central to Emerging Tech and Secure Gen AI: Gartner Recognition

AI Data Privacy and Protection – Reflecting on 2023 and Anticipating 2024

In the dynamic landscape of GenAI and widespread excitement on using LLMs, data privacy and protection started to take on a much larger focus in 2023.

Protopia AI’s Innovation in GenAI Security – Gartner Spotlight

AI Data Protection with Protopia AI: A Real-World Machine Learning Model Deployment in the Field

Machine learning (ML) has emerged as a transformative technology across various industries, including the U.S. Navy.

Balancing Data Security and Access in AI: 4 Considerations

Are you thinking about how to use Generative AI safely? In the age of data-centric AI, the significance of data access and security cannot be overstated.

Grow Your Enterprise with Generative AI While Ensuring Data Protection

A Guide for CISOs and AI Transformation Leaders. The advent of Large Language Models (LLMs), such as ChatGPT, Bard, and even open-source foundation models, has ushered in an era of unprecedented possibilities.

What will you tell your CISO about the latest TPM 2.0 Breach?

Data and security leaders will seek answers to the two reported vulnerabilities in the Trusted Platform Module (TPM) 2.0 specification.

Would You Use Half a Recipe to Make Donuts? Well, you’re Doing It with Your AI

OK, maybe making a donut isn’t that complex, but in a data-driven world, companies are piecing data and AI together to unlock new possibilities to boost profitability, performance, and customer experiences.

Protopia AI Recognized in 2023 Gartner Market Guide for AI Trust, Risk and Security Management

Protopia AI has been named in the latest 2023 Gartner Market Guide for AI Trust, Risk and Security Management

Do Smart Devices Need to Watch You in the Bathroom During Your Intimate Moments?

AI Summit Video – Q2 Uses Protopia AI to Take on Fraud

Q2’s Chief Data Scientist applies Protopia AI’s technology to enable check fraud detection for their financial institution customers – by giving them access to state-of-the-art computer vision-based fraud detection.

Protopia AI Closes $6M Seed Round to Expand Access to Real Data Needed to Power AI for Enterprises

How Protopia AI Enabled Q2 to Expand Open Access to the Most Advanced Fraud Detection Solutions

As user expectations and digital experiences of financial services rapidly evolve in fundamental ways, change-averse organizations are falling further behind.

Protopia AI Recognized as a Cool Vendor in AI Governance and Responsible AI by Gartner®

Protopia AI, the industry’s first software-only solution that enables data privacy for all ML tasks and data types, today announced that it has been recognized as a Cool Vendor in AI Governance and Responsible AI by Gartner.

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.

How to Extract Maximum Value from AI by Reducing Data Sharing Risks

In the last century, most of an organization’s data was housed in what could be the next dinosaur of office furnishings – the locking file cabinet.

What is the One and Only Way to Secure Your AI Data?

How Risky is Your AI?

The amount of information gathered through video is staggering, most of it is of a sensitive nature.