Skip to main content

Client case study

62% lower AWS spend. Same performance.

Cloud infrastructure The infrastructure fieldbook

An infrastructure audit removed unused capacity and aligned resources with actual usage, reducing the monthly AWS bill without downtime.

Cobalt cyanotype concept of open resource bays and a compact arrangement of compute modules; not a measured architecture.
Original AI-generated concept illustration · not a product screenshot or measured diagram.
Reported result62%

Monthly cost reduction

Reported resultZero

Downtime or performance impact

Reported resultOngoing

Drift monitoring post-engagement

01 / Context

An AWS bill without a map.

The client ran its workloads on AWS across multiple accounts, and the environment had grown organically over time.

No one had a clear picture of what was running, what was still needed, and what was simply burning money. Idle instances, unattached storage and oversized compute were consuming budget without matching actual demand.

Industry
Cloud services
Service
Cloud cost optimization
Platform
AWS, across accounts
Deliverables
Audit · Right-sizing · Drift monitoring

The challenge

An AWS estate without a clear inventory.

The client's Cloud environment had grown organically over time. No one had a clear picture of what was running, what was needed, and what was burning money.

Before

Idle instances, unattached storage and oversized compute were consuming budget.

After our work

Resources were right-sized to usage, with monitoring to prevent future drift.

02 / Approach

Audit, right-size and monitor infrastructure.

Optimize usage before adding capacity. The audit identified idle instances, unattached storage and oversized compute, allowing the work to focus on resources that were consuming budget without matching actual demand.

  1. Inventory everything

    A comprehensive audit of all cloud resources across accounts, so every cost had an owner and a purpose.

  2. Find the waste

    Identified idle instances, unattached storage, oversized compute and redundant services.

  3. Right-size to real usage

    Matched infrastructure to actual usage patterns instead of peak guesses, with zero downtime or performance impact.

  4. Keep it that way

    Implemented monitoring to catch drift early, so savings did not erode after the engagement.

03 / Process

From inventory to monitored, right-sized infrastructure.

The work moved in one direction: see everything, remove what is not needed, size what remains to demand, and watch for drift.

  1. Inventory resources
  2. Identify unused capacity
  3. Right-size to usage
  4. Monitor for drift
Conceptual process · based on the published case and existing project account; not a runtime trace.

04 / Reported results

Lower running costs. No service disruption.

Reported measurement62%

Monthly cost reduction

Reduction in monthly cloud costs after the infrastructure audit.

Reported operational outcomeZero

Downtime or performance impact

The case reports no downtime or performance impact during the change.

Reported operational outcomeOngoing

Drift monitoring post-engagement

Monitoring continued after the engagement to prevent infrastructure drift.

“We had no idea how much money we were leaving on the table. Software Sushi came in, audited everything, and within weeks we saw a 62% drop in our monthly AWS bill.”

J. MartinezVP of Engineering, Cloud Services Client
About these results

These outcomes are reported in the published Software Sushi case study. The published account does not include the baseline dataset or measurement methodology.

  • Monthly cost reduction: Published case study · Results
  • Downtime or performance impact: Published case study · Results
  • Drift monitoring post-engagement: Published case study · Results

05 / Delivery

What we delivered.

  • Resource inventory

    A complete view of what was running across accounts.

  • Waste findings

    Idle instances, unattached storage, oversized compute and redundant services, ready to act on.

  • Right-sized infrastructure

    Resources aligned with actual usage, with no downtime.

  • Drift monitoring

    Ongoing monitoring that continued after the engagement.

Tools and methods

  • AWS
  • Infrastructure audit
  • Right-sizing
  • Cost monitoring
The takeaway

You cannot optimize what you cannot see.

The largest savings came from visibility, not from new technology. An inventory first, then right-sizing, then monitoring keeps a cloud bill tied to the work it actually supports.

A useful first conversation

Is your AWS bill outgrowing your workload?

Let’s discuss your infrastructure, resource usage and opportunities to reduce waste.

← Back to the collection