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Multicloud FinOps Analysis & Optimization

Understand every
cloud dollar.

Aggregate and analyze spend across AWS, Azure, GCP, and OCI, catch anomalies and waste, get rightsizing
and savings recommendations, and forecast with confidence — all in one place.
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Ingests spend from every cloud, container, and AI service you run
AWSAzureGoogle CloudOracle Cloud KubernetesSnowflakeDatabricksFOCUS OpenAIAnthropicBedrock JiraServiceNowSlackMicrosoft Teams TerraformOpenTelemetry
… and more via open APIs and standard connectors.

Cloud Costs are Rising. Cloud
Resource Waste Shouldn’t.

With global cloud spend projected near $330B in 2026 and 76% of enterprises running two or more
clouds, unified FinOps is how teams turn runaway bills into predictable, optimized spend.
Optimization
↓ 0 %
Lower monthly cloud spend
Organizations report an average 25–30% reduction in monthly cloud spend after adopting FinOps discipline and acting on recommendations.
Waste
↓ 0 %
Of cloud spend is wasted
Multi-cloud enterprises waste roughly 29% of IaaS/PaaS spend on idle, over-provisioned, and orphaned resources — recoverable with the right visibility and action.
Commitments
0 %
Savings vs on-demand
Reserved Instances and Savings Plans can cut 40–72% versus on-demand pricing — optimizing coverage continuously captures that discount without over-committing.
Accountability
0 %
Of spend allocated
Mapping every dollar — even untagged and shared costs — to a team, project, or product turns cloud spend into something owners can actually own.
The full FinOps lifecycle
Aggregate, analyze, optimize,
forecast
Nine capabilities across the FinOps lifecycle — from multi-cloud aggregation and allocation to anomaly detection,
rightsizing, commitments, AI/GPU cost, and governance — on one connected source of truth. Hover any capability to see what it does.
Multicloud Cost Aggregation
One view across every
cloud
Ingest and normalize spend across AWS, Azure, GCP, and OCI — analyzed in one currency, pivoted by account, project, or team.
Multi-cloud ingestNormalizationPivot by account/teamFOCUS supportOn-prem + SaaSUnified dashboards

Benefits

  • See all cloud spend in one place
  • Compare providers on equal terms
  • End the console-by-console hunt
Cost Allocation & Showback
Map every dollar to an
owner
Build a complete, accountable view of cloud spend. Attribute spend, even untagged and shared costs, to the right team, project, or product.
Tag-based allocationVirtual tagsShared-cost splittingShowbackChargeback100% mapped

Benefits

  • Give every team ownership of its cost
  • Allocate even untagged spend
  • Make cost accountability real
Anomaly Detection & Alerts
Catch spend spikes before the bill
AI monitors unusual spending across your cloud estate. Estimates potential impact and alerts before a temporary spike becomes a larger bill.
Real-time anomaliesCustom thresholdsRoot causeAlertsTrend contextSurprise-bill prevention

Benefits

  • Catch cost spikes in real time
  • Prevent surprise bills
  • Route anomalies to the right owner
Rightsizing & Waste
Elimination
Eliminate Cloud Resource Wastage
Identify idle or overprovisioned instances, volumes, and databases, and recommend SLA-safe rightsizing to reclaim waste.
RightsizingIdle detectionOrphaned resourcesStorage cleanupCustom recsSLA-safe

Benefits

  • Reclaim the ~29% typically wasted
  • Right-size without breaking SLAs
  • Turn waste into recovered budget
Commitment Analysis and Optimization
Find savings without locking into wrong commitments
UnityOne AI analyzes usage trends, coverage, utilization, and forecasted demand to identify where cloud costs may be reduced. Improve commitment utilization.
RI / SP coverageCoverage analysisUtilizationBreak-evenContinuous

Benefits

  • Capture up to 72% off on-demand
  • Avoid over-committing
  • Keep coverage optimal as usage changes
Forecasting & Budget
Planning
Predictable spend, no
overruns
Set budgets by scope, track variance, and forecast forward with rolling reforecasts — so finance and engineering share one number.
Rolling forecastsBudgets by scopeVariance trackingThreshold alertsScenario planningShared numbers

Benefits

  • Forecast cloud spend accurately
  • Catch overruns before they happen
  • Give finance and eng one source of truth
Kubernetes & Container Cost
See what your clusters really cost
Allocate and rightsize Kubernetes spend down to the namespace and pod — the cost layer most tools can’t see.
Cluster costNamespace allocationPod rightsizingIdle nodesShared-cost split

Benefits

  • See true Kubernetes cost by team
  • Right-size pods and nodes
  • Allocate shared cluster cost fairly
AI & GPU Cost Management
Tame the fastest-growing line item
Track and optimize AI spend — GPUs, and model-API usage — now a major and rising share of cloud cost.
GPU costInference / token costModel-API spendIdle GPUAttributionRightsizing

Benefits

  • Control runaway AI and GPU spend
  • Attribute AI cost to workloads
  • Catch idle, expensive accelerators
Automated Actions & Governance
Enforce savings, not just show them
Automate scheduling, cleanup, and budget policy to reduce cloud resource wastage.
Auto-schedulingAuto-cleanupTag hygieneBudget policiesApprovalsWorkflow hooks

Benefits

  • Turn recommendations into action
  • Enforce cost governance at the source
  • Fit savings into existing workflows
How it works
Aggregate, analyze,
optimize, forecast
One loop turns raw multi-cloud billing into owned, optimized,
predictable spend.

1

Aggregate
Ingest and normalize spend across every cloud, container, and AI service into one unified view.

2

Analyze
Allocate 100% of spend to owners and detect anomalies and waste in real time.

3

Optimize
Recommend and automate rightsizing, cleanup, and commitment coverage to realize savings.

4

Forecast
Budget, forecast, and govern so spend stays predictable, accountable, and on plan.
Why UnityOne AI
Turn cloud cost from a mystery
into a managed metric
Unified visibility, real-time waste and anomaly detection, automated savings, and disciplined forecasting — finance
and engineering finally working from one number.
One View Across Every Cloud
Aggregate and normalize AWS, Azure, GCP, and OCI spend into a single view — the unified visibility that 76% of multi-cloud enterprises say is their top FinOps challenge.
Catch Waste and Anomalies
Real-time anomaly detection and waste analysis surface the idle, over-provisioned, and runaway spend before it hits the invoice.
Act on Savings, Automatically
Rightsizing, cleanup, and continuous commitment optimization turn recommendations into realized savings — because visibility alone doesn’t cut cost.
Forecast and Govern
Budgets, rolling forecasts, and policy enforcement keep spend predictable and accountable — finance and engineering working from one number.

FAQ

Questions teams ask us

What is multicloud FinOps?

FinOps is the practice of managing, allocating, and optimizing cloud cost across engineering, finance, and product teams. Multicloud FinOps turns complex billing data from AWS, Azure, GCP, and OCI into unified, actionable insight — so spend is visible, owned, and continuously optimized.

How much can FinOps actually reduce cloud spend?

Organizations commonly waste 25–35% of cloud spend on idle and over-provisioned resources, and report average reductions of 25–30% in monthly spend after adopting FinOps — from rightsizing, waste cleanup, scheduling, and commitment optimization.

How does it allocate untagged and shared costs?

Virtual tags and business rules map spend to owners even when native tags are missing or inconsistent, and shared costs are split fairly across teams — so 100% of spend is allocated rather than left in an unattributed bucket.

How does anomaly detection prevent surprise bills?

It learns normal spend patterns and flags deviations in real time, with thresholds you can tune per tag, service, or team — alerting owners the moment costs spike instead of at month-end.

Does it optimize Reserved Instances and Savings Plans?

Yes. It analyzes commitment coverage and utilization continuously and can automate purchasing to capture the 40–72% discounts available versus on-demand — without over-committing as usage shifts.

Can it manage AI/GPU and Kubernetes costs?

Yes. It allocates and right-sizes Kubernetes spend down to the namespace and pod, and tracks AI cost — GPUs, inference, tokens, and model APIs — which is now among the fastest-growing lines on the cloud bill.

See it on your stack

Take control of your
cloud bill

Request a demo and see UnityOne AI aggregate your multi-cloud spend, surface waste
and anomalies, recommend savings, and forecast with confidence.
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About UnityOne AI ™

UnityOne AI™ is an agentic intelligence platform for ITOps management, comprising CERNE™, LUMI™, and VEKTOR™. CERNE™ replaces dozens of cloud management tools by unifying DCIM, AIOps, HCMP, FinOps, and GreenOps within a single AI-driven control plane. LUMI™, the AI copilot, provides contextual intelligence, operational recommendations, and workflow automation, while VEKTOR™ enables enterprises to provision, orchestrate, and scale AI factories with the lowest cost-to-serve. The UnityOne AI™ suite enables enterprises to simplify hybrid/multicloud operations, strengthen governance, optimize resource utilization, and accelerate transformation to AI-driven ITOps.

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