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Already dealing with a cost spike or runaway AWS bill?
NimbusStack has built internal software that models how cloud cost behaves inside your organization — based on real usage, architecture, and operational patterns.
We use this cost behavior model to understand what’s actually happening in your AWS account, — then our engineers make production-safe infrastructure changes to correct cost behavior and keep it aligned over time.
NimbusStack takes responsibility for how existing AWS systems behave financially.
We work directly inside production AWS environments to observe how systems actually behave under real load, not how they were assumed to work on paper.
From this evidence, we identify where cost assumptions are embedded into:
- Architecture
- Data paths
- Scaling defaults
- Network topology
- Organizational convention
NimbusStack engineers make production-safe infrastructure changes and own the outcome.
We take action to
- Correct structural cost issues in live systems
- Adjust architecture, defaults, and data flows to reflect real usage
- Eliminate assumptions that no longer hold
- Eliminate assumptions that no longer hold
How NimbusStack works
NimbusStack treats cloud cost as a system behavior problem.We make cost behavior visible in production, correct it at the infrastructure level, and keep it aligned as systems evolve.
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Observe Cost Behavior
We measure how your AWS systems actually spend in production.
Real usage. Real cost.
Surface Embedded Assumptions
We uncover the architectural assumptions driving that spend.
Load, scaling, data movement.
Quantify the Cost Envelope
We define what your system is structurally designed to cost.
Today — and as usage grows.
Correct in Production
We make production-safe changes to fix cost behavior.
Validated post-change.
Why this is different from Devops & Finops
- DevOps keeps systems running.
- FinOps explains the bill.
- No one owns whether the system behaves financially as intended.
NimbusStack treats cost behavior as an engineering constraint in live systems:
- Inferred from real behavior
- Corrected through infrastructure changes
- continuously validated in production
We connect them by making cost behavior explicit, explainable, and enforceable inside the running system.
What you can buy?
Cost Behavior Diagnostic
- Identify the structural drivers of cloud cost
- Define what your system is actually designed to cost
- Surface where assumptions break under real usage
Cost Correction & Remediation Sprint
- Make targeted, production-safe infrastructure changes
- Validate cost behavior after changes ship
- Document corrected assumptions to prevent relapse
Cost Behavior Ownership (Ongoing)
- Continuously track cost behavior against expectations
- Detect drift early as systems and usage evolve
- Maintain a rolling remediation backlog
Fix and own your cloud’s cost behavior
