Planning an AI rollout? Expect a $200k-$700k GPU cluster plus ongoing cloud...

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Planning an AI rollout? Expect a $200k-$700k GPU cluster plus ongoing cloud costs around $24k monthly for 30M tokens. Vendors paint rosy ROI pictures, but real value lies in understanding total cost of ownership and setting aside a 10-30% risk reserve