Ops Pillar · FinOps

Cloud cost intelligence,
before the invoice arrives.

FinOps brings real-time cost intelligence across AWS, Azure, GCP and your clusters into one place: AI rightsizing recommendations, cost anomaly detection, budgets with alerts, and ML-based forecasting, so waste is caught early and Sentinel AI can act on it.

Multi-cloud cost AI rightsizing Anomaly detection Budgets & alerts ML forecasting
What is FinOps

Cloud spend you can see, explain and control.

Cloud bills arrive after the money is gone, and the waste is buried across accounts, clusters and services. FinOps turns spend into real-time intelligence: cost across AWS, Azure, GCP and clusters in one view, AI recommendations to cut waste, anomaly detection that catches spikes before the invoice, budgets with alerts, and forecasting that warns you before you breach.

Real-time cost intelligence

Every cloud and cluster, one cost view.

See spend across AWS, Azure, GCP and your clusters together, with daily run-rate, end-of-month projection and the top services driving cost. A FinOps maturity score benchmarks your practices against peers, so you know where you stand and what to improve next.

  • Unified spend across AWS, Azure, GCP and clusters
  • Daily run-rate and end-of-month projection
  • Top services by cost and a peer-benchmarked maturity score
Cloud costAWS · Azure · GCP
AWSTracked
AzureTracked
GCPTracked
ClustersTracked
Bars show relative spend by provider
AI recommendations & rightsizing

Cut waste, category by category.

FinOps surfaces savings across dozens of categories, idle resources, reserved-instance coverage, rightsizing, storage and snapshot cleanup, unattached volumes, tagging compliance and more, each with the opportunity attached. Track implementation and realized savings, and let auto-fix handle the safe ones.

  • Rightsizing, idle resources and commitment coverage
  • Storage, snapshot, tagging and license optimization
  • Implementation tracking, realized savings and auto-fix
RecommendationsBy category
Idle resources Reserved instances Rightsizing Storage optimization Snapshot cleanup Unattached volumes Tagging compliance Serverless tuning
Each category shows its savings opportunity
Cost anomaly detection

Catch the spike before the bill.

AI-powered detection watches spend against a learned baseline and flags cost spikes the moment they happen, grouped by cloud and service and ranked by severity. Root-cause analysis ties each anomaly to what caused it, an auto-scaling event, a config change, a traffic spike, so you stop paying for it fast.

  • Baseline-aware spike detection across every cloud
  • Severity ranking by service and account
  • Root-cause analysis for every anomaly
AnomaliesBy service
CRITICALcompute instances, unusual spikeAWS
HIGHcluster spend above baselineAzure
MEDIUMserverless functions drift upGCP
Common root causes
Auto-scaling events Config changes Traffic spikes
Budgets & alerts

Budgets by team, project or cloud.

Set budgets scoped to a namespace, cloud account, label or team, and watch spend against limit in real time. Status shifts from on-track to approaching to breached with alerts at the thresholds you choose, so finance and engineering share one clear picture, not a surprise at month end.

  • Budgets scoped by namespace, cloud, label or team
  • Live limit-versus-spend with on-track, approaching, breached
  • Alerts at the thresholds you set
BudgetsBy scope
productionApproaching
AWS EC2Breached
team=platformOn track
ml-trainingApproaching
Forecasting

Know the breach before it happens.

ML-based forecasting projects spend forward against your budget line and predicts if and when you will breach, with the expected date and overage, plus an accuracy score so you know how much to trust it. Plan quarters and commitments on evidence, not last month's bill.

  • ML spend forecast with confidence interval
  • Budget-breach prediction with date and overage
  • Forecast accuracy score and end-of-quarter view
ForecastML-based
Projected spend vs budget line
Solid: actual · dashed: forecast · red: budget limit
Budget breach expected
Forecast to exceed the budget limit, with a predicted date and overage.
Warning
High accuracy Confidence tracked
Powered by Sentinel AI

FinOps sees. Sentinel acts.

FinOps does more than flag a spike or a breach. Every signal, spend, recommendations, anomalies, budgets and forecast, feeds Sentinel AI, the intelligence component at the core of Ops Singularity, which resolves waste through governed, reversible Action Tickets.

Turn off debug logging, terminate idle instances, rightsize a workload, every step explained with citations and fully audited.

1
Observe
FinOps correlates spend, recommendations, anomalies, budgets and forecast across clouds.
2
Investigate
Sentinel AI finds the root cause of the spike or overspend and picks the right procedure.
3
Act
ProcBot executes the approved MOP, terminate, rightsize, cap, through a reversible Action Ticket.
4
Optimize
Sherlock validates the saving and feeds the learning back to keep spend in line.

See FinOps on your own cloud bill.

Book a walkthrough and see unified cost intelligence, AI rightsizing, anomaly detection and forecasting on spend that looks like yours.