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.
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.
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.
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.