Protopia and Rafay deliver multi-tenancy for shared GPU AI factories
Enterprise AI infrastructure providers are turning to multi-tenancy paired with upstream data protection to convert idle GPU capacity into secure, token-metered services that enterprises will actually adopt at scale. That tension is pushing infrastructure providers toward a model that treats utilization and security as two sides of the same equation, as the market shifts from […] The post…
Protopia AI and Rafay Systems have joined forces to deliver multi-tenancy for shared GPU AI factories, aiming to expand the market for enterprise AI infrastructure. According to Protopia AI CEO Eiman Ebrahimi, many operators initially focus on increasing supply, but often end up leaving revenue on the table due to underutilized GPUs.
Rafay's Token Factory allows operators to provide metered, serverless access to open-source models, while Protopia's technology introduces a data-isolation layer to ensure each enterprise's context remains private on shared hardware. The partnership combines Protopia's Stained Glass technology, which transforms prompts and context into a secure inference privacy layer, with Rafay's Token Factory to turn governance into a revenue driver rather than a cost.
By monetizing every second of their infrastructure, providers can offer a better price point for enterprises, leading to increased adoption and higher margins for all parties involved.
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