iFrame® — GPU-as-a-Service / Inference-as-a-Service

IFORELS Inc. (brand: iFrame®) is a Menlo Park, California–based technology company founded in 2022 by Vlad Panin. The company has evolved through three distinct stages — from an R&D lab focused on solving fundamental GPU data range and memory limitations, through a healthcare AI application phase that reached 990,000 users, to its current business: GPU-as-a-Service and Inference-as-a-Service.

IFORELS Inc.’s core technical innovation is a proprietary approach to overcoming GPU data range limitations (such as FP32 range constraints) by using NVMe storage as a buffer for GPU memory, enabling effectively unlimited context windows for AI inference. This breakthrough, combined with custom OS-level orchestration of data transfer and calculation, forms the foundation for a virtualization technology that dramatically reduces GPU compute costs at 4–6× below prevailing market rates.

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