Proactive Cloud Cost Intelligence

Simulate BeforeYou Spend

C3X builds a digital twin of your cloud infrastructure. Replay millions of what-if scenarios in minutes and commit real money only when the outcome is clear.

Trusted by innovative teams

AWSGoogle CloudAzureStripeDatadogSnowflake
$700B+
Annual global cloud spend
~25%
Resources wasted on average
17%
Typical budget overrun
100ms
Delay = 1% revenue loss
What You Get

Actionable Intelligence, Not Dashboards

C3X doesn't just show you what happened. It tells you what will happen, with statistical confidence.

C3X Simulation Report
12 services · 2.4M scenarios · 3.2 min
Cost P50
$142,300
/month
Cost P95
$167,800
/month
SLO Risk
2.3%
violation prob.
Top Recommendations
Downscale
api-gatewaym5.2xlarge → m5.xlarge
SLO impact: negligible
$12,400/mo
Downscale
cache-layerr5.xlarge → r5.large
Latency impact: +12ms
$8,200/mo
Remove
idle-replica-3c5.xlarge → terminated
No traffic routed
$3,100/mo
Confidence: 94.7% · Based on 2.4M simulated scenariosTotal: $23,700/mo saved
ROI Calculator

See Your Potential Savings

Drag the slider to estimate how much C3X could save your organization annually.

Monthly Cloud Spend$500K
$10K$5M
Annual Savings
$1.5M
projected
Time to ROI
6.5 wks
average
vs. Manual Review
3x
more efficient
How It Works

From Code to Confidence

C3X replaces reactive cost monitoring with proactive simulation. Test your ideas in a sandbox of probability before committing real resources.

01

Build the Digital Twin

C3X analyzes your source code and telemetry to build a lightweight digital twin that mirrors your application’s cost and latency behavior across cloud vendors.

02

Explore What-If Scenarios

Our simulation engine replays millions of scenarios in minutes, including traffic spikes, scaling events, new regions, and resource changes, all without touching production.

03

Act with Confidence

Every recommendation comes with statistically valid confidence intervals. Know the probability of meeting your SLO and the expected savings before you commit a dollar.

The Difference

Before & After C3X

See how teams transform their cloud cost management from reactive firefighting to proactive optimization.

Without C3X

  • Manually reviewing cloud bills after the fact
  • Overpaying for idle or under-utilized resources
  • Breaking SLOs when cutting costs blindly
  • Months of guesswork before seeing savings

With C3X

  • Simulate cost scenarios before deploying changes
  • Automatic detection of optimization opportunities
  • Confidence-backed recommendations that protect SLOs
  • Measurable savings within weeks, not months
Capabilities

Built for the Complexity of Cloud

End-to-end cost intelligence, from source code analysis to statistically valid deployment recommendations.

Cloud Digital Twin

Not a dashboard of yesterday’s spend. A forward-looking simulation that mimics your application’s behavior at a fraction of the real cost.

Intelligent Calibration

Automatically analyzes your code and telemetry to recover hidden resource dependencies and quantify where uncertainty lives in your stack.

Performance Risk Analysis

Focuses on the rare, expensive execution paths that dominate your worst-case latency and break SLOs.

Confidence-Backed Recommendations

Every recommendation comes with a clear confidence range on savings and a quantified probability of meeting your service-level objectives.

Continuous Learning

Every run improves the next prediction. Knowledge from simulations and real executions accumulates and sharpens precision over time.

Vendor Agnostic

Works across pricing tiers and resource configurations from any cloud provider. Adapts automatically when pricing models change.

Integrations

Works With Your Stack

C3X integrates seamlessly with the tools and platforms you already use.

AWS
Google Cloud
Azure
Kubernetes
Terraform
Datadog
Grafana
PagerDuty
FAQ

Frequently Asked Questions

Everything you need to know about C3X and how it works.

Ready to Predict Your Cloud Future?

Stop guessing what your cloud will cost. Start simulating scenarios before you deploy. Join the shift from reactive cost management to proactive optimization.

or get early access