The CarnotCloud platform
One platform. Every cloud. Every dollar accounted for.
CarnotCloud turns raw billing data into decisions: who owns each dollar, what changed, what to fix next and what it’s worth — for FinOps, engineering, finance and leadership alike.
Organization · All clouds
Cloud overview
Month-to-date spend
$1.84M
6.2% vs last month
Forecast (end of month)
$2.39M
3.1% under budget
Savings identified
$4.9M/yr
186 open opportunities
Carnot Efficiency Score
87/100
Daily spend by provider
- AWS
- Azure
- Google Cloud
- AI & SaaS
Top opportunities
$135K/mo- Rightsize 142 over-provisioned EC2 instances$38.2K/mo
- 1-yr Compute Savings Plan at $41/hr$61.5K/mo
- Lower CPU requests in 37 deployments$22.4K/mo
- Remove 1,204 unattached volumes$12.9K/mo
Anomaly detected · 2h ago
EC2 spend in prod-us-east-1 up 38% ($4.1K/day). Root cause: ASG checkout-api scaled to 96 nodes.
Assign to ownerOpen in Slack
Savings realized
FIN-2841 closed by Platform team · $22.4K/mo verified
01 · See
See every dollar
Bill-accurate visibility and 100% allocation across clouds, clusters, AI and SaaS.
Cost Visibility & Allocation
CarnotCloud unifies billing from every cloud, cluster, AI provider and SaaS tool into one bill-accurate ledger — then allocates 100% of it to the teams, products and customers that drive it.
- One ledger for every cost
- Virtual tagging
- Shared-cost splitting
Kubernetes Cost Intelligence
Kubernetes is where cloud cost goes to hide.
- Cluster → pod allocation
- Bill-accurate node costs
- Idle & shared cost distribution
AI & GPU Cost Management
AI spend is the fastest-growing line on your cloud bill — and the least understood.
- LLM & API cost tracking
- GPU utilization & idle cost
- AI unit economics
Unit Economics
A growing cloud bill isn’t a problem when every dollar drives more revenue.
- Bring your business metrics
- Cost per unit, per team
- Cloud COGS & margin
02 · Save
Save continuously
Ranked, owner-routed savings across usage, rates and anomalies.
Optimization Engine
CarnotCloud runs 300+ checks across every cloud and cluster, quantifies each opportunity in dollars, ranks it by effort and risk, and delivers it to the engineer who owns the resource — inside the tools they already use..
- Orphaned & idle resources
- Rightsizing
- Modernization
Commitment Intelligence
Savings Plans, Reserved Instances and Committed Use Discounts are the biggest savings lever in the cloud — and the riskiest.
- Scenario modeling
- Coverage & utilization
- Effective savings rate
Anomaly Detection
A misconfigured autoscaler or runaway AI job can burn six figures over a weekend.
- Seasonality-aware ML
- Automatic root cause
- Alerts where you work
03 · Govern
Govern & automate
Budgets, policies and AI that keep every team efficient by default.
Budgets & Forecasting
CarnotCloud combines machine-learning forecasts with your business drivers and planned changes, so budgets reflect reality — and every team knows where it stands long before the quarter closes..
- ML forecasting
- Budgets by owner
- Scenario planning
Workflows & Governance
Cloud efficiency can’t depend on heroics.
- Tagging governance
- Policy guardrails
- Cost in every pull request
Carnot AI
Carnot AI is a FinOps analyst that never sleeps.
- Natural-language analysis
- Reports on demand
- Actions from answers
Architecture
From raw bills to shipped savings
A purpose-built data pipeline that reconciles to the penny, then pushes decisions to the people who make them.
- 01
Connect
AWS, Azure, Google Cloud, OCI, Kubernetes, AI providers and SaaS — read-only, agentless.
- 02
Normalize
Billing, usage and metadata unified into a FOCUS-compliant, invoice-accurate ledger.
- 03
Allocate
Virtual tags, hierarchies and shared-cost rules assign 100% of spend to owners.
- 04
Analyze
ML anomaly detection, 300+ optimization checks, commitment models and forecasts.
- 05
Act
Slack, Teams, Jira, ServiceNow, pull requests, API and MCP — where work happens.
Carnot Efficiency Score
One number every team can understand — and improve.
The Carnot Efficiency Score measures how close each team, product and workload runs to its practical efficiency limit, on a 0–100 scale. It blends five signals so a team can’t game one metric at the expense of another — and it gives leaders a single, comparable KPI across the entire organization.
- Scored daily for every node in your business hierarchy
- Leaderboards and targets that drive friendly competition
- Each point linked to the actions that will raise it
Organization score
87/100
+9 pts this quarter
- Utilization · 30%
How much of what you pay for is actually used — compute, memory, storage, GPUs. - Rate efficiency · 25%
Commitment coverage, utilization and effective savings rate versus your optimum. - Waste · 20%
Idle, orphaned and over-provisioned resources as a share of spend. - Ownership · 15%
Share of spend allocated to an accountable owner. - Unit-cost trend · 10%
Whether cost per unit of business value is improving.
You stay in control
Read-only by default. Automation at your pace.
CarnotCloud never needs write access to deliver value. When you’re ready, turn on automation one policy at a time — every action scoped, approved and logged.
- Level 0
Read-only
Full visibility, analysis and recommendations. The default for every customer.
- Level 1
Recommend & route
Each opportunity is sent to its owner in Jira, Slack or a pull request.
- Level 2
Approve & apply
Owners approve safe, reversible actions with one click; every action is logged.
- Level 3
Automatic within policy
Pre-approved hygiene policies — like scheduling dev environments — run on their own.
Enterprise ready
Built for the world’s most demanding cloud estates
Multi-org & multi-currency
Model subsidiaries, regions and currencies in one tenant.
SSO, SCIM & granular RBAC
Okta, Entra ID, Google — with row-level cost access.
Open API & MCP server
REST and GraphQL APIs plus an MCP server for AI agents.
US & EU data residency
Choose where your cost data lives.
99.9% uptime SLA
Monitored 24/7 with a public status page.
FinOps experts included
A named FinOps advisor and 24×5 support on every plan.
Your cloud has a theoretical limit of efficiency.
Let’s find out how close you are.
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.
- Read-only, agentless setup
- First insights in 15 minutes
- SOC 2 Type II & ISO 27001