Local GPU vs Public Cloud for Broadcast AI: the Math We Ran for 500 Stations
Local GPU vs Public Cloud for Broadcast AI: the Math We Ran for 500 Stations By the KAVANA engineering team — June 2026 When we started having the local-versus-cloud conversation with stations in 2023, the standard advice from AI infrastructure consultants was unanimous: use the cloud. Marginal cost pricing, no upfront capital, elasticity, managed infrastructure, pay only for what you use. All of that is accurate. None of it is the right frame for how most broadcast stations actually work....
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