Post by Surveil

Cloud FinOps maturity, like tagging and rightsizing, reservations and chargebacks, they all work well for infrastructure. But AI is not infrastructure. ✨ And that distinction has financial consequences. The crux of the problem? Existing dashboards aggregate AI inside broader cloud categories. Routines tuned for virtual machines and storage are not equipped to manage AI's token behavior or model selection. Mature AI governance requires: • Workload-level isolation • Model-specific telemetry • Token consumption diagnostics • Version sensitivity tracking • Behavioral forecasting models • Continuous anomaly detection The hidden risk for too many enterprises is not a lack of governance. The true risk is assuming your existing governance is sufficient. FinOps for AI is not a replacement for your cloud FinOps. It is its evolution. Evolve and mature your AI governance 👉 https://hubs.li/Q04dZ8Fr0 #AI #FinOpsforAI #CloudGovernance #Surveil