Why AI scaling needs predictable infrastructure

Civo

Mar 12, 2026

"If your finances are tied to a third-party token cost, your business model can change overnight." 💸

Civo CTO Dinesh Majrekar and Techdome CEO Rahul Joshi break down the "variable factor" risk in AI scaling. Relying on external API endpoints means you have zero control over your margins.

Dinesh shares a high-stakes story of a PoC environment where a simple application error led to a $1,000 API bill in just one hour, with zero revenue to show for it. See why the shift to self-hosted, open-source models on providers like Civo and their dedicated GPUs is the only way to build a predictable, investment-ready business case.

Watch the full panel here -► https://youtube.com/live/oNuIReFsWZM

#Civo #Techdome #AIInfrastructure #CloudGPU #FinOps #OpenSourceAI #CTO #BusinessStrategy

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