for the AI era.
IFORELS Inc. was founded in 2022 in Menlo Park, California, with a single thesis: GPU infrastructure is fundamentally broken, and fixing it requires an operating system built from scratch.
to production infrastructure.
iFrame OS began as a research project focused on a fundamental problem: GPU infrastructure wastes 60–80% of available compute through layers of virtualization abstraction.
Our team built a custom GPU operating system from bare metal — and tested it under real-world production load, powering healthcare AI systems serving hundreds of thousands of users.
Today, iFrame OS is the infrastructure layer for neocloud operators and enterprise AI teams who refuse to overpay for GPU compute. Our proprietary technology reduces costs 4–6× while delivering bare-metal performance and unlimited context windows.
behind iFrame OS.
Vlad Panin
Founded IFORELS in 2022. Forbes Business Council member. Alchemist Accelerator mentor. Co-author of Generative AI, recommended by the Ministry of Education as a textbook for PhD students in computer science.
Background spans AI infrastructure, GPU systems, and applied ML research. Previously built and managed technology teams of 600+ engineers, delivered UN-backed eHealth systems serving millions, and provided enterprise solutions to Fortune 500 companies.
Engineering Team
Our engineering team includes PhD-level researchers from Lviv Polytechnic National University, specializing in GPU systems, operating system design, and machine learning infrastructure.
The academic partnership with LPU — where our founder co-authored the Generative AI curriculum — provides a direct pipeline for specialized AI systems talent.
spotlight.
Forbes Business Council
Member of Forbes Business Council. Published thought leadership on AI infrastructure and GPU economics.
Alchemist Accelerator
Mentor at Alchemist Accelerator, advising early-stage enterprise technology companies.
Published Author
Co-author of "Generative AI" — Ministry of Education recommended textbook for PhD computer science students.
Patent Holder
Filed patent for infinite context technology — a fundamental breakthrough in GPU memory management. Registered 2025.
of AI infrastructure.
Interested in joining the team or partnering with us? We’d like to hear from you.