Marc Gadsdon
December 10, 2025
Marc is COO of Logicata. He has a keen eye for business possibilities. He’s founded and built several businesses — and not just in IT — based on his ability to evaluate strategies and opportunities thoroughly.
Rising AWS bills often creep up over time. You approve new workloads and support more teams, then face a total that is difficult to explain to finance or leadership because the breakdown is unclear. You might even get a message from finance asking why a line item has jumped, and no one has a straightforward answer.
You do not need a complex toolset or a large platform team to change that. A handful of simple cost habits can remove obvious waste and make spend more predictable.
In this article, we look at practical steps you can take to bring AWS costs under control and how to turn those steps into a routine part of how you run the platform.
What does aws cost optimization involve?
When people search for aws cost optimization, they often expect tricks or hidden discounts. In reality, it is a simple idea: use data to remove waste and line up resources with real usage. Then choose pricing options that fit how you run your workloads.
You do not have to change everything at once. Small steps that your team can handle alongside day-to-day projects are enough to start making progress.
What are the easiest aws cost optimization wins to remove waste?
Once you can see where money goes, aws cost optimization continues with looking for items that clearly give you no value. In most environments you can find quick wins that do not need long discussions or complex approvals.
Examples include:
- Idle development and test environments: Non-production workloads that run through the night and at weekends even when nobody is using them.
- Leftover storage and networking components: Old EBS volumes and snapshots, unused load balancers, IP addresses and S3 buckets that no longer support any active workload.
You do not have to fix everything on day one. Start by listing obvious items with their monthly cost and agree who can approve removal and how to check that something is safe to delete. In many accounts, that first review alone uncovers enough waste to justify the effort.
How do you match AWS capacity to real demand?
After cleaning up waste, focus on how much capacity you keep online. In many accounts, the main issue is not wrong services, but the amount of resource attached to them.
A practical part of aws cost optimization includes:
- Rightsize instances and databases: Use simple usage metrics from AWS or your monitoring tools to see average and peak usage. If activity stays low most of the time, move to a smaller size.
- Apply schedules to non-production workloads: Shut down development and staging environments outside working hours. This can be as simple as turning them off in the evening and bringing them back in the morning.
- Review storage classes and retention: Move rarely accessed data to lower-cost storage options and set sensible retention for logs and backups.
- Revisit settings after changes: When you ship a major feature or retire functionality, check whether the capacity and storage settings are still appropriate.
Each of these changes reduces cost without adding pressure to your teams. Right-sizing often overlaps with checking how applications behave day to day, and Logicata’s Application Performance Management service can help your team understand what applications genuinely need before making changes. They simply bring capacity in line with how systems are actually used, which is where many of the quiet savings sit.
When should you use an aws cost optimization partner instead of handling it in-house?
Many organisations can apply the first few steps internally, because basic tagging and analysis are within reach for a small cloud team. They can also turn off idle environments when they see that no one is using them. The challenge is keeping this work going when new projects launch, incidents happen and priorities change.
Ongoing aws cost optimization means reviewing spend patterns regularly and adjusting schedules as usage changes. It also means checking new workloads before they go live so they follow good practice and explaining trends and actions to stakeholders outside the engineering team.
If these tasks slip, costs drift back up over time. Engineers return to firefighting and finance loses confidence in the forecasts they rely on. No one plans to ignore cost, but it often loses out to louder problems.
This is where a partner can help, particularly when you want aws cost optimization to stay consistent over time.
If you also need support keeping access controls and permissions aligned with operational goals, our AWS Security Services can help strengthen the foundation alongside cost work. A managed service such as AWS cost optimisation service and InfrAssure managed services keeps cost work on a schedule. Your engineers can focus on product and delivery, while a dedicated team maintains tagging standards, reviews reports and raises recommendations.
How much can aws cost optimization save you?
It is reasonable to wonder how much difference these steps can make. Results vary between organisations. If your environments have grown quickly without structured review, consistent aws cost optimization can remove a lot of waste. If you already follow many of these practices, the gains will be smaller but still help make spend more predictable and easier to explain.
The real benefit of aws cost optimization is clarity. You understand why the bill looks the way it does and can show leadership and finance how each change affects spend, so decisions follow the numbers rather than assumptions.
Bring Predictable AWS Costs Within Reach with Logicata
Logicata helps organisations put these habits on a steady schedule. Our engineers handle the routine checks and the spend reviews that keep costs under control as your environment evolves while your team focuses on product and delivery. You can keep most of the work in-house with some guidance or hand off the day-to-day checks, and we can shape an approach that fits your team.
If you want to explore how this would work for your organisation, book a call with our AWS expert!





