Independent analysis by Gene Dai

AI, work, and hiring.

What companies launch, buy, cut and ask people to do as AI moves into the workplace.

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2026-11-02 22 min read

Amritanshu Jain Sells Inference Without Owning the GPUs

Simplismart's founder is selling software to application teams and GPU clouds while Nvidia backs the company. The hard test is whether claimed savings survive a customer's own latency, reliability and data-residency requirements.

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A broad paper circuit of workload cards passes through a software switch toward several abstract GPU capacity blocks, beneath the words The GPU Bill. — AI-generated editorial illustration.

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About the author

I'm Gene Dai, co-founder of Metix AI. I write about product, technology and work.