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NewFinOps, Kubernetes and AI, on one platform
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Cloud, Kubernetes and AI spend. Every cost has an owner.

One SaaS platform with three products: UnitVane for every cloud bill, KubeOn for every Kubernetes workload and GPU, and UnitVane AI for every model call.

Illustrative screens with invented figures for a sample company.

Runs wherever your clusters do

Every major cloud, any Kubernetes, and the tools and model providers your teams already use.

All integrations

Clouds and Kubernetes: AWS, Microsoft Azure, Google Cloud, Oracle Cloud, Kubernetes, Red Hat OpenShift, Rancher, VMware Tanzu, k3s

Your tools and model providers: Snowflake, Helm, Terraform, Argo CD, Flux, Prometheus, OpenTelemetry, Okta, Slack, Microsoft Teams, OpenAI, Anthropic, Mistral AI

One platform for every cost you own

Three separate products. Start with one and connect the next when you need it: KubeOn and UnitVane AI spend can flow into UnitVane, so the whole bill stays in one place.

Act

  • Pull requests
  • Opt-in write access
  • Budgets and alerts
  • Gateway routing
  • Verified savings

Understand

  • Cost explorer
  • Business mappings
  • Analytics Studio
  • Ask KubeOn
  • KubeOn Copilot

Cost ledger

  • FOCUS billing
  • Pod-level allocation
  • GPU cost
  • Token cost
  • Reconciled to the invoice

Connect

  • Billing exports
  • Read-only agent
  • LLM gateway
  • File upload
  • Push API

Works with

  • AWS
  • Microsoft Azure
  • Google Cloud
  • Oracle Cloud
  • Snowflake
  • Kubernetes
  • Red Hat OpenShift
  • Rancher
  • OpenAI
  • Anthropic
  • Mistral AI
  • Prometheus
  • Slack
  • Okta
See all integrations

Built for every team that owns a cost

Finance, platform engineering and AI teams work from the same numbers, each with the tools their job needs.

UnitVane

Every cloud bill, with a business owner

Read AWS, Azure, Google Cloud and Oracle Cloud billing in FOCUS, add Kubernetes and AI spend, and allocate every line to your business.

  • Ordered mapping rules with a live preview
  • Budgets, forecasts, anomalies and verified savings
  • Analytics Studio, or your own Power BI and Tableau
Explore UnitVane

KubeOn

Cost for every workload, and savings applied your way

A read-only agent shows what each team runs and what it costs, reconciled to the invoice. Savings ship as pull requests, or UnitVane applies them where you grant write access.

  • Allocation by pod, namespace, team and cost center
  • Rightsizing, Spot, commitments and managed databases
  • Read-only by default, write access feature by feature
Explore KubeOn

UnitVane AI

One view of every model call

Compare cost per 1M tokens across providers, and route calls through one managed gateway that keeps each team within budget and records what every request cost.

  • OpenAI-compatible endpoint, your own providers
  • Keys per team, with allowed models and monthly budgets
  • Automatic routing and fallback between models
Explore UnitVane AI

KubeOn: GPU

More work from every GPU

See how busy each GPU pool is and what each GPU-hour costs. The optimizer shares cards, scales nodes and bursts to other capacity when you run out.

  • MIG and time-slicing
  • GPU autoscaling and burst
  • One-click revert
Explore KubeOn GPU

The cost problem, in numbers

84%

of organizations call managing cloud spend their top cloud challenge

Flexera, State of the Cloud 2025
83%

of container cost is tied to idle resources

Datadog, State of Cloud Costs 2024
63%

of FinOps practitioners now manage AI spend, up from 31%

FinOps Foundation, State of FinOps 2025

How the pieces connect

From your clusters, bills and model calls to an owner and a saving.

Your clusters and bills

  • Kubernetes clustersRead-only agent, one per cluster
  • Cloud billsRead-only billing exports
  • Usage metricsmetrics-server or Prometheus

KubeOn

Joins what runs with what you pay

  1. 1Connect clusters to the bill
  2. 2Give every pod an owner
  3. 3Find the right size
  4. 4Ship the change
  5. 5Measure the saving

What you get

  • Cost per teamReconciled to the invoice$49,211
  • ResizeCPU request 2000m to 800m
  • Pull request on GitHubOr applied, where you grant write access
  • Saved on the next billMeasured, not estimated-$8,413/mo
Figures are from a sample company.

Security

Built to pass your security review.

We publish the agent's ClusterRole and the agent and billing IAM policies, so your team can check them before install.

Trust center

Read-only agent

get, list and watch only. It never reads Secrets or ConfigMaps.

Outbound only

No inbound port, no Service, no Ingress. Snapshots leave over HTTPS.

Encrypted and isolated

Each organization's data is encrypted and kept apart.

SSO and team scope

SAML or OIDC sign-in. Team leads see their own teams.

Questions FinOps, platform and AI teams ask first

Let's get started

A 30-minute walkthrough on your own billing data, for your clouds, your clusters and your model providers.