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This white paper breaks down what it actually takes to turn GPU investments into measurable business outcomes.
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AI Token Factory extends the Rafay Platform to deliver AI services through APIs and token-metered consumption. Production-ready AI APIs run on GPU infrastructure while maintaining governance, multi-tenancy, and operational control. Token-metered consumption provides visibility into usage and enables internal chargeback or monetization models.
This document consolidates the capabilities an organization builds and operates in order to deliver AI cloud services as an NVIDIA Cloud Partner (NCP). It is organized layer by layer, from the physical foundation through to the orchestration and governance layer that makes capacity consumable.
Measured production data showing how GPU operators can boost annual revenue per GPU by 2x–4.8x by shifting from hourly rental to token-metered AI services.
This playbook outlines a practical, phased approach for telecommunications providers to transform existing GPU infrastructure into a revenue-generating AI Factory in as little as 12 weeks.
One of Canada’s Largest Telecom Companies, TELUS, Launches a Sovereign, Developer-Ready AI Studio Powered by Rafay