FinOps teams
Track spend, savings and owners in one place.
Allocation · Savings ledger
AI-native cloud & AI optimization
Autonomous agents that continuously cut your cloud & AI spend
One platform for FinOps & Cloud Economics, AI Token Economics and AI Observability & SRE — cutting costs, investigating incidents and protecting AI applications across AWS, Azure, Google Cloud, Oracle Cloud and Kubernetes. Connected read-only in under 60 minutes.
- Savings vs baseline
- 37.5%
- AI agents on incidents
- 16
- Read-only connect
- 60 min
One platform across every cloud you run
- AWS
- Azure
- Google Cloud
- Oracle Cloud
- Kubernetes
- AWS
- Azure
- Google Cloud
- Oracle Cloud
- Kubernetes
cloudscore · Cloud FinOps · sample workspaceLive
Daily cost · all cloudsLast 30 daysSpike caught · data-pipeline
Spend this month
$412.0k
of $520k budget
Allocated
94%
to a team
Spend by owner
- Data team34%
- ML platform30%
- Payments22%
- Search14%
PRPriya RamanFinOps lead · gets the alertApprove fix
Cloud FinOps shows which team spends what, catches spikes the day they start and proves every saving on the bill.
Explore Cloud FinOpsHow it works
Connect read-only in minutes. Let the agents work around the clock.
Collectors only read and send. CloudScore never connects into your network.
How it works
Connect read-only in minutes. Let the agents work around the clock.
Collectors only read and send. CloudScore never connects into your network.
01Connect
Point clouds, clusters, tools and AI traffic at CloudScore — read-only, in under 60 minutes.
Ask Dex
Dex AI – Cloud Cost Intelligence, Simplified
Meet your AI-powered FinOps assistant. Ask questions about your cloud spending in plain English and get instant insights with clear explanations, charts, and tables.
- Ask Naturally: Explore costs, trends, budgets, and savings opportunities.
- Understand Instantly: Get meaningful insights with visual breakdowns.
- Explore Further: Drill into cost drivers through guided follow-up questions.
- Optimize Smarter: Discover recommended actions while staying in control.
Your cloud costs. Your questions. Intelligent answers.
Recent
Ask Dex
Your FinOps assistant, grounded in the latest scan.
What are the top 10 services contributing to cloud spend?
09:41
Dex AI 09:41
Executive summary
Across the 10 returned services, total cloud spend is $1,397.92. The largest contributor is AmazonECS at $768.48, which alone accounts for 54.97% of the spend, and the top 3 services together make up 94.20%.
Key findings
- AmazonECS: $768.48
- AmazonEC2: $424.16
- AmazonCloudWatch: $124.17
- AWSELB: $47.23
- AmazonVPC: $24.91
- AmazonECR: $5.03
- AWSDataTransfer: $3.55
- AmazonS3: $0.38
- AWSSecretsManager: $0.00
- AmazonGlacier: $0.00
Analysis
The spend is highly concentrated. AmazonECS, AmazonEC2 and AmazonCloudWatch dominate the returned list, contributing $1,316.81 of $1,397.92. Container and compute capacity are the first places to look for savings; CloudWatch at $124.17 is worth a log-retention review. The remaining seven services together cost $81.11.
Breakdown
Spend by service ($)
0200400600800
AmazonECSAmazonEC2AmazonCloudWatchAWSELBAmazonVPCAmazonECRAWSDataTransferAmazonS3
Follow up
Your cloud costs. Your questions. Intelligent answers.
Live console
Watch it find the problem. You decide the fix.
Try a live demo on sample data: pick a product and watch it find a real problem.
Swipe to switch
Cloud FinOps / AnomaliesLive
High
EC2 spend in data-pipeline is $2.1k/day above its expected range
Cost explorer
Updated just now
Spend this month
$103.1k
of $120k budget
Forecast
$155k
129% of budget
Anomaly
+$2.1k/day
since Tuesday
Allocated
96%
to an owner
Daily cost · data-pipeline
Shaded: expected range · hover for a day's cost
Top movers · Data team
- i-0a419% CPU+$420/day
- i-0b1711% CPU+$410/day
- i-0c887% CPU+$360/day
- +3 more≤14% CPU+$910/day
#finops-alertsjust now
Cloudscore APP
Spend anomaly · data-pipeline
+$2.1k/day · AWS · since Tuesday
CloudScore Analysis
- Read billing exports from 5 clouds
- Compare daily cost with the expected range
- Trace the change to resources and owners
Finding
Six over-provisioned EC2 instances in data-pipeline, launched Tuesday by the nightly batch job.
Recommended action
Rightsize 6 over-provisioned instances · Estimated $1.4k/day
Needs approval
Why Cloudscore
The problems we solve.
Cloudscore turns confusing cloud bills into clear owners, causes and savings.
Why teams choose Cloudscore
- It starts with read-only access, so it is safe to try.
- It works across AWS, Azure, Google Cloud and Oracle.
- Nothing changes in your cloud without the owner's approval.
- Cloud costs, AI spend and reliability live in one place.
The cloud bill keeps growing and no one knows why.
With Cloudscore: See every cost, the team that owns it and what changed.
AI spending is hard to track and easy to overrun.
With Cloudscore: See what each AI request costs and get warned before a budget runs out.
When something breaks, finding the cause takes hours.
With Cloudscore: Get the likely cause with the evidence, then fix it with approval.
Savings are promised but never proven.
With Cloudscore: Track each saving from the first idea to the actual bill.
Savings you can prove
Every dollar measured against a declared baseline.
The gap between the baseline and the optimized spend is exactly what the agents saved. Illustrative figures.
$458K
Saved this month
$1.82M
Month-end forecast
94%
Commitment coverage
One AI-native platform
Three capabilities. Every dollar, signal and token under control.
FinOps & Cloud Economics, AI Token Economics and AI Observability & SRE run in one platform — so finance, engineering and SRE work from the same facts.
Cost efficiency score
86out of 100
Allocation, idle resources and commitments · up 15 in 7 weeks
Policies
Token caching
Repeat prompts · Data science
Budget alert at 90%
AI spend · All teams
Power schedule
Staging · checkout · stops 20:00
Owner approval
Required before every change
Nothing changes until the owner says yes.
Spend by cloud
Last 30 days · $133.9k
AWS$64.1k
Google Cloud$30.2k
Microsoft Azure$24.8k
Oracle Cloud$9.6k
Alibaba Cloud$5.2k
Spend allocated to owners
$125,866
94% of $133.9k · $8.0k still unallocated
Savings ledger · this quarter
- Rightsize checkout compute$4,380/yrrealizedFinance verified
- Remove idle volumes$1,200/yrrealizedRealized
- Commitment for steady baseline$9,600/yrprojectedApproved
- Schedule staging overnight$2,100/yrprojectedProposed
Projected and realized savings are tracked separately, with evidence attached.
Built for your team
Your role. Your starting point.
One set of numbers, with a view made for each team.
1 of 5
01 02 Finance & CFOs
Budgets and savings that match the bill.
Budgets · Chargeback
03 DevOps & platform
See what to resize or switch off, and who owns it.
Kubernetes · Rightsizing
04 CIOs & IT leaders
Costs, value and priorities on one page.
Executive reporting
05 Cloud architects
Size and buy based on real usage.
Topology · Commitments
Teams on Cloudscore
Fewer debates. Clearer owners.
“Finance and engineering finally argue about decisions instead of whose spreadsheet is right.”
Priya RamanHead of FinOps, Northwind Freight Placeholder testimonial
“We saw what each AI feature cost per request before the invoice landed, and fixed the expensive one first.”
Marcus HaleVP Platform Engineering, Lumen Ledger Placeholder testimonial
“The incident map pointed at the lagging replica before we opened a dashboard. We approved the runbook in minutes.”
Elena OrtizSRE Lead, Harbor Health Labs Placeholder testimonial
Blog / articles
View all articlesNotes from the cost frontier.
Practical thinking on cloud FinOps, token economics and AI observability.
Straight answers for enterprise teams.
Frequently asked questions.
Under 60 minutes. Clouds connect read-only through guided wizards, Kubernetes via Helm or YAML, hosts with a one-line agent, and AI traffic by pointing your apps at the TokenMind gateway endpoint.
See what your cloud and AI spend could look like in 30 days.
Connect read-only in under 60 minutes and watch the agents find savings, root causes and risks. Tell us about your estate and we'll set up a working session.