Rethinking Cloud Cost Strategy in 2025: Cutting Cloud Costs with Decentralized Ownership

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How Much Does Cloud Cost?

Cloud computing has revolutionized the way businesses run and manage their operations. It quickly became a critical part of any infrastructure, no matter the business size, making it almost impossible to imagine any modern business model operating efficiently without the power of the cloud.

According to the Flexera 2025 State of the Cloud Report, enterprises with over 1,000 employees now spend between $2.4M and $6M annually on cloud. This makes up 19% of total IT budgets.

A recent Harness study also found that roughly 21% of that spend is wasted due to underused infrastructure - over $44.5 billion globally.  

Only a year ago, the CloudZero survey found that 22% of businesses had at least 75% of their cloud costs properly allocated, up from just 13% the year before the survey was conducted.

This meant that 78% of companies still allocate less than 75% of their cloud spend. 

This indicates an urgent need for improved cloud cost optimization, as best practices require 100% allocation at all times.

What Is Cloud Cost Optimization?

Cloud cost optimization is a strategic process aimed at improving the efficiency of the cloud environment and reducing costs, while ensuring comprehensive operational management and boosting business performance. It implies setting measures to optimize the cloud environment and costs, which involves more than just simple cost-cutting. To do it right, businesses need to subject their strategies and cloud-oriented expenses to rigorous analysis. This includes identifying inefficiencies and eliminating waste to maximize the value of cloud resources.

Unnecessary cloud spending is often linked to purchased but unused resources, separate or inactive resources left running without necessity, too small or too large size of resources, overprovisioning, missconfiguration or uncoordinated committed use discount.

The final goal of a structured optimization is to gain detailed visibility of the cloud environment and ensure that the resources are effectively balanced between performance, security, and availability. 

Cost Saving Strategies

Standard procedures for cloud cost savings focus on understanding billing cycles and involving development teams in defining financial decisions, selecting offers and discounts according to specific project requirements and cloud providers.

Cost allocation

Cloud cost allocation means detecting specific cloud resource costs linked to a specific user, department, product or project. The goal is to analyze processes individually and identify their cloud usage.

Tagging 

One of the best practices for organizing cloud expenses is by tagging, but it may come with some imperfections, especially when it comes to organizing spendings across multiple platforms.

Strategic tagging helps in categorizing cost priorities. Recommendable strategies are:

  • ensuring all participants respect the same tagging conventions to enable clean and easy-to-analyze costs
  • Implementation of specific key identifiers such as team, project, environment, production, development and type of service
  • Utilizing automation tools and applying pre-defined tags to avoid human errors and   ensure consistent tracking

Decentralize ownership

Leaving even one link behind can disrupt the expected smoothness in achieving good results. From the outside, it may seem each team works on its own, but by respecting the unique expertise each brings, they are actually building a mutual and cohesive foundation for sustainable cloud management.

Shifting ownership to the teams can significantly enhance cost management and foster the delivery of expected results. This entails decentralization to those who directly influence both the process and its outcomes. Although this approach has proven to be a beneficial strategic move, few decision-makers in the tech industry choose this path. 

Introducing dedicated engineers to real-time cost insights will help them better understand financial processes and spending. Gaining a broader perspective will significantly influence how they write and manage their code, ultimately leading to long-term cost optimization and aligning engineering efforts with overall business goals.

Traditionally, engineers were constantly excluded from the cost optimization, which left their expertise and role within a team behind. The truth is, the best results come from the cohesion of two, as a bigger picture can be seen and a more structured financial decision can be made. Finance sees the numbers, but engineering understands the cost drivers behind those numbers.

Problem vs solution for most used cloud services

1. Power and usage processing

This includes the processing power, memory, and short-term storage required to operate applications and services. Cloud providers offer various instance types with specific configurations, such as increased CPU, memory, or network speed. Users are billed based on the number of instances they utilize, the type of instances, and their usage duration, typically charged by the hour.

SOLUTION

  • Workloads analysis
    Understanding application performance and usage patterns provides a clear foundation for optimizing compute resources efficiently.
  • Configuration testing
    Trying various instance types and sizes helps identify the best setup for each workload, often revealing more cost-effective options.
  • Heatmaps usage
    Heatmaps visualize computing demand over time, making it easier to spot usage patterns, peak times, and cost hotspots.
  • Load balancing implementation
    Distributing workloads evenly prevents certain resources from being overloaded or underused, improving efficiency and cost control.
  • Continuous reviews and adjustments
    Right-sizing isn’t a one-time task. Regular reviews and adjustments based on changing needs can lead to long-term savings.
  • Autoscaling solutions
    Autoscaling tools, such as AWS autoscaling groups, allow resources to scale automatically based on real-time demand. This ensures the right amount of compute power is available when needed, reducing inactive time during low-usage periods and preventing capacity issues during high-demand spikes.

2. Network Connectivity & Bandwidth Costs

Cloud providers often charge based on the amount of data transferred in and out of their services, called ingress (data coming in) and egress (data going out). These charges are measured in gigabytes (GB), terabytes (TB), or even petabytes (PB).

In addition, costs may increase for faster, low-latency, or high-bandwidth connections. Extra fees can also apply for static IP addresses, gateways, and load balancers.

These egress costs include data moving between cloud regions, within the same region, or between the cloud and the public internet. For companies with heavy data transfer needs, these costs can fluctuate from month to month.

SOLUTION

  • Bandwidth usage optimization
    Prioritizing critical data transfers and scheduling less urgent ones during off-peak hours reduces unnecessary load. Understanding the complex fee structures related to data direction and destination is essential to avoid unexpected charges. Additionally, compressing data like images and videos lowers the volume of data sent, cutting costs.

    • Using AWS gateway endpoint for S3 and DynamoDB
    AWS Gateway Endpoints for S3 and DynamoDB optimize bandwidth usage by routing traffic directly through Amazon's internal network backbone instead of the public internet, eliminating NAT gateway processing overhead, reducing packet loss and retransmissions, and keeping traffic within the same AWS region. This direct routing approach provides more efficient connection pooling, better congestion management, and eliminates the bandwidth costs associated with NAT gateways while ensuring optimal network paths with fewer hops. 
  • Enhancing visibility through monitoring
    Regular analysis of bandwidth consumption reveals patterns and inefficiencies, enabling targeted optimizations.
  • Leverage Content Delivery Networks (CDNs)
    CDNs store copies of static content on servers worldwide, bringing data closer to users and significantly lowering bandwidth usage from the origin server. By offloading 60-80% of bandwidth-heavy static assets to CDNs, the origin servers focus on core functions while bandwidth costs decrease.

3. Storage capacity

Cloud providers offer different storage types as a service, from file and block storage to object storage. These services are billed based on the amount of data stored, typically charged per gigabyte per month.

When using managed storage services, like managed disks linked to compute instances, charges often apply to the entire storage volume regardless of how much of the space is actually used. This can lead to paying for unused storage capacity, increasing overall costs.

SOLUTION

Cloud storage isn’t one-size-fits-all. Different data types and business needs require different storage solutions. Block storage suits high-performance needs with frequent read/write operations, but costs more. Object storage is cheaper and ideal for large, infrequently accessed data like backups and archives. Choosing the right storage helps optimize costs and performance.

Tips for cloud storage optimization and cost-effective strategies:

  • Choosing the right storage type
    Selecting the right storage type based on how often data is accessed and its speed needs.
  • Using lifecycle management
    This enables the automatic movement of old or rarely used data to cheaper storage or archives over time, cutting costs.
  • Periodically review and clean storage
    Regular assessment and deletion of outdated backups, unused snapshots, or data that’s no longer needed can help in avoiding unnecessary expenses.

The rising demand for dedicated FinOps teams

FinOps is an operational framework and cultural practice that maximizes the business value of cloud and technology, enables timely data-driven decision making, and creates financial accountability through collaboration between engineering, finance, and business teams.

Featured photo by Kindel Media

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You can download your The Ultimate Guide to Turning Your MVP into a Successful Product  here.
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