This interview examines artificial intelligence, abbreviated AI, infrastructure
and a robotics partnership that expands secure serverless token factories for
enterprise adoption. Recorded at theCUBE and NYSE Wired Robotics and AI
Infrastructure Leaders Series during the third annual AI Leaders Summit, the
session addresses GPU orchestration, multi-tenancy, privacy and developer
experience for neo-cloud operators and chief information security officers,
abbreviated CISOs. Eiman Ebrahimi of Protopia and Haseeb Budhani of Rafay
Systems join hosts John Furrier and Dave Vellante for an interview produced by
theCUBE Research. Ebrahimi outlines how Protopia and Rafay Systems collaborate
to enable virtual private token factories improve multi-tenant GPU orchestration
and reconcile privacy and compute constraints; they describe technical
approaches to model compatibility and agent-driven token demand. Budhani details
how eliminating the isolation tax enables operators to monetize idle capacity;
they emphasize the business model and economic impacts while preserving
developer experience. Key takeaways include the business and technical impacts
of true serverless multi-tenancy and an upstream privacy layer. Budhani asserts
that removing the isolation tax enables capacity monetization. Ebrahimi
demonstrates that Stained Glass transforms inputs to reduce plaintext exposure.
Analysts John Furrier and Dave Vellante emphasize that security, observability
and economics are essential to scale AI infrastructure adoption.
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In this interview from theCUBE + NYSE Wired: Robotics & AI Infra Leaders 2026, Eiman Ebrahimi, chief executive officer of Protopia AI, joins Haseeb Budhani, co-founder and chief executive officer of Rafay Systems, to talk with theCUBE's John Furrier about a partnership expanding the addressable market for enterprise AI infrastructure. Budhani explains how Rafay's orchestration stack lets AI infrastructure providers deliver a serverless "token factory" experience, allowing multiple enterprises to share GPU capacity securely instead of pre-allocating dedicated ...Read more