Connect40+ sources, read-only, live in 15 minutesAllocateTagless rules that map 94% of spendAnalyzeSlice cost by any unit or dimensionAI LedgerCost per model, prompt and outcomeMonitorLearned baselines, owner-routed alertsReportScheduled reports finance actually reads
New
AI Cost Ledger is live
Trace every token to the feature that spent it.
Cost per service$0.21Engineering
COGS forecast±2%Finance
Cost per request$0.004AI & ML
Allocation94%FinOps
For engineering
See what every service, namespace and deploy costs — and get pinged when your change moves the number.
- Cost per service, namespace and deploy
- Owner-routed anomaly alerts
- PR cost checks with Margin Guardrails
+18% after deploy #4821
Node size = monthly costFor finance
Unit economics finance trusts, with variance drivers you can explain.
- Gross margin per customer & product line
- Budget vs actual with variance drivers
- Accrual-ready monthly exports
Cloud COGS · forecast— actual- - forecast— budget
Variance vs budget−$42KDriver: Data transfer
For AI & ML teams
Track every model, prompt template and GPU hour against the outcome it produced.
- Cost per prompt template, model & customer
- Model A/B cost-per-outcome
- GPU utilization & idle waste
Model A$0.006/ outcome
WinnerModel B$0.0021/ outcome
GPU utilisation · 24h
8 idle hours · $1,920 waste / week
For FinOps
Automated allocation, showback and reporting — so you spend time on decisions, not VLOOKUPs.
- Automated allocation & showback
- Commitment coverage insights
- Scheduled reports per team
Showback · March5 teams
Payments$48.2K+4%
Search$31.9K−6%
AI Platform$27.3K−21%
Data$22.8K+2%
Growth$9.1K−3%
By industry
Pick an industry to see the unit cost teams like yours track first.
SaaS
Cost per tenant$18.40Monthly infrastructure cost of an average workspace.
Margin 82%