88% of Kubernetes users say their total costs keep climbing—thanks to overprovisioned clusters, messy architectures, and hands-on ops. So now, 92% are bringing in AI-driven cost tools to automate rightsizing and squeeze waste from sprawling workloads.
System shift: AI isn't just sneaking into cluster ops. It's staking a claim. Manual tuning can't keep up with the mess.
