Your cloud bill. Explained.
What's your COGS per customer? What happens at 10K users? CloudShip answers the questions your investors ask.
Know what you're actually spending
Connect AWS, Stripe, and your APIs. See your real COGS per customer—not just your cloud bill, but your complete cost stack.
Model what happens at scale
Investor: "What's margins at 10K users?" CloudShip: $35 COGS, 78% margin. Model runs instantly.
Understand why costs changed
Costs spiked last week? CloudShip shows you exactly which deploy, incident, or infrastructure change caused it. No more guessing.
How it works
Setup, analyze, query, export. CloudShip turns infrastructure data into board-ready metrics.
Install Station
Install Station builder locally. Credentials never leave your infrastructure. Following SOC 2 practices, runs in your environment.
Run bundles
Agent templates run locally, pull data, correlate, analyze—output to structured schemas.
Query workspaces
Query structured schemas with provenance. Click through to source data.
| Period | COGS/User | Margin |
|---|---|---|
| Q1 2025 | $65 | 47% |
| Q2 2025 | $48 | 62% |
| Q3 2025 | $34.50 | 78% |
Export reports
Export from structured schemas with full provenance. 5 minutes, not 5 hours.
Questions you need answered
What you spend today. What it costs per customer. What happens at 10K users. Instant answers.
Agents that answer questions
Each bundle solves a specific problem: forecast costs, explain spikes, find savings, catch expensive changes.
Click any card to see the agent bundle
What's my cost per customer at 10K users?
Agent templates run locally, pull revenue from Stripe, infrastructure costs from AWS and OpenCost, then calculate unit economics and forecast how they change as you scale. Output to structured schemas.
Why did my bill jump 40% last week?
Agent templates run locally, correlate cost spikes with deployments, incidents, and traffic changes. Get the exact service, PR, and timeline—not just a chart going up. Output to structured schemas.
Where can I cut $10K/month without breaking things?
Agent templates run locally, scan for idle resources, over-provisioned instances, and off-hours opportunities. Ranked by savings and safety, with implementation steps. Output to structured schemas.
Will this PR increase our monthly costs?
Agent templates run locally, estimate infrastructure cost deltas from Terraform changes and comment on GitHub PRs. Catch expensive mistakes before merge. Output to structured schemas.
All agent templates run locally and output structured data to schemas with full provenance—link back to PRs, incidents, deployments. Adaptable, flexible, customizable. Query it, chart it, export it for investors.
Start Free TrialConnect your entire cost stack
Connect once. CloudShip pulls from AWS, Stripe, OpenAI, and everywhere else costs live.
Cloud Providers
Billing & Payments
Third-Party Services
Data & Analytics
Don't see your tool? We add new integrations regularly. Contact us to request an integration.
Common questions from founders
Everything you need to know about getting started
About 5 minutes. Your engineering team installs Station and runs pre-made agent templates locally. Agent templates run in your infrastructure and output structured data to schemas. You'll have your first COGS breakdown the next morning. Full historical analysis completes within a week.
Know your numbers before your next board meeting
Your investors ask the questions. CloudShip gives you the answers. Unit economics, margins, projections. 14-day free trial.
Start Free Trial