AI-era systemsHardStaff

Your company spends a lot on a hosted LLM API for a classification and summarisation feature that handles 2,000 requests per second. Leadership asks whether to self-host an open-weight model on GPUs. How do you analyse this and, if yes, how do you serve it?

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Think first

Answer out loud as you would in the room — clarify, give numbers, name the trade-off — then compare with the model answer.

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