FinOpsly published a post breaking down why AI cost overruns happen so fast and what it takes to govern them before they hit the bill.

As companies scale AI, the biggest costs are no longer just tokens or tools. They come from the cloud infrastructure, data platforms, GPU workloads, model usage, and engineering decisions behind every AI initiative. FinOpsly is the agentic AI Cost Governance platform helping enterprises control the true cost, usage, and value of AI. FinOpsly gives finance, engineering, and AI teams one real-time system to estimate spend before code ships inside the IDE and pull request. Now, you can govern usage as it happens with policy-controlled agents, detect waste and anomalies, and attribute every AI dollar down to the team, user, and session, connecting cost to the right owner and business outcome — all on a single cost model spanning cloud, data, and AI. Trusted by enterprise teams including FIS, AMA, and NZ Healthcare Group, FinOpsly helps organizations move beyond AI dashboards and after-the-fact reporting — and govern AI in real time with Value-Control™.