Why CarnotCloud

Dashboards show spend. CarnotCloud changes it.

Native consoles, spreadsheets and first-generation platforms were built to report on the cloud. CarnotCloud was built to make it efficient.

Other tools show you a dashboard.

CarnotCloud delivers a decision — with the owner, the evidence and the dollar value attached.

Other tools stop at tagged resources.

CarnotCloud allocates 100% of spend, including shared, untagged and support costs.

Other tools alert at month-end.

CarnotCloud flags anomalies within hours and names the change that caused them.

Other tools treat AI as a line item.

CarnotCloud ties every token and GPU-hour to a feature, team and customer.

Side by side

How the options compare

Capability	CarnotCloud	Native cloud tools	Spreadsheets & BI	Legacy cloud platforms
AWS, Azure, Google Cloud, Kubernetes, AI & SaaS in one ledger
Invoice-accurate, FOCUS-native data
100% allocation incl. shared & untagged costs
Pod-level Kubernetes cost allocation
AI token, model & GPU cost per feature
ML anomaly detection with root cause & owner
300+ checks ranked by savings, effort & risk
Commitment scenario modeling with risk
Savings routed to Jira, Slack & pull requests
Unit economics & cloud COGS
AI assistant & MCP server
Live in minutes, read-only & agentless
FinOps experts included

Partial: limited to one provider, requires manual work, or available only through add-ons.

Switching is easy

Our team rebuilds your allocation rules, dashboards, budgets and reports in CarnotCloud — and runs both side by side until the numbers match.

Book a 30-minute demo tailored to your stack, or start with a free savings assessment. Either way, you’ll leave with numbers you can act on.