Bring financial governance to Kubernetes.

Master the cost of Kubernetes

Kubernetes was built for scale — not cost control. Shared clusters, fast-moving workloads, and unreliable tags make it nearly impossible to pinpoint what’s driving spend. Add GPU-intensive AI workloads into the mix, and margin risk grows fast.

Mavvrik connects directly to your infrastructure — surfacing real-time cost and usage data by pod, node, namespace, and service.

Whether you’re right-sizing nodes, preventing cost spikes, or mapping AI infra back to teams, Mavvrik gives you the visibility to act fast — and the control to scale smart.

Reduce unattributed spend, fast

Expose hidden costs in shared clusters and assign them to the right teams, apps, or business units.

Boost resource efficiency

Identify and eliminate idle nodes or underutilized resources, on cloud or on-prem.

Support multi-environment operations

Unify cost governance across K8s clusters running in public cloud, private cloud, and hybrid setups.

Improve budget predictability

Use usage trends and policy models to forecast future cluster costs more accurately.

Alerts & notifications

Get notified the moment spend breaks a rule or threshold.

Cost normalization

Standardize billing data from every provider.

Policy enforcement

Set and apply budgets, alerts, and thresholds across systems.

Shared resource allocation

Fairly distribute costs for shared GPUs, storage, or licenses.

Chargeback & showback

Automate internal billing – by customer, unit, or use case.

Cross-environment dashboards

One view across cloud, on-prem, and SaaS.

Becky Tamashasky

FAQs

Your questions, answered.

What makes Kubernetes cost management so challenging?

Containers are ephemeral, shared, and constantly scaling. That makes it nearly impossible for cloud-native tools to tie usage back to a specific team, service, or customer.

Why isn’t utilization the same as cost visibility?

K8s dashboards can show CPU and memory usage, but they don’t translate that into financial impact. Mavvrik connects utilization directly to dollars, down to the pod, namespace, or workload.

What happens if Kubernetes costs aren’t properly allocated?

They get lost in “shared services” buckets, leading to failed chargebacks, inflated budgets, and margin erosion. Mavvrik makes containerized costs transparent and accountable.

How does Kubernetes cost governance support FinOps?

By enabling showbacks and chargebacks at the container level, Mavvrik aligns engineering and finance around real economics, not just technical metrics.

NO RISK PROOF OF VALUE

Ready to take control of your AI and hybrid costs?

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