Imon Ibrahini
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- RAISE Summit20 min
Running Secure Agents on Multi-Tenant Sovereign AI Infrastructure | Protopia AI x HPE | RAISE 2026
Eiman Ebrahimi, María Ridruejo, Maria Redrojo, Imon Ibrahini
Protopia AI and HPE AI Services have introduced the Stained Glass Transform, a privacy-preserving technology that converts sensitive data into randomized, non-reversible representations before they enter multi-tenant AI factories. This innovation, integrated through the SafeClaw subagent architecture, enables agentic workflows to run on shared infrastructure without compromising security or suffering the GPU underutilization associated with traditional hardware isolation. Consequently, sovereign providers and neoclouds can unlock significant revenue by processing high-volume sensitive workloads with near-baseline latency, addressing the critical gap between data ownership and economic efficiency in modern AI deployment.