Category: Cloud Cost Optimization

AWS introduced the FinOps Agent (currently in public preview) at FinOps X 2026. FinOps automation is still relatively new, and given the sensitivity around cloud and AI cost management, it’s understandable if you’re hesitant to go all-in on autonomous FinOps right away. In this post, we’ll share our mental model for FinOps automation, the four tiers of automation you can follow, and the four built-in trust levers you can rely on to stay in control as automation scales.

If every dollar invested in artificial intelligence (AI) generated a two-dollar return, rising costs would signal positive ROI rather than inefficiency. However, establishing a relationship between AI spend and business value can be complex, leaving you without clear metrics on when to scale or recalibrate initiatives. To calculate ROI (refer to Figure 1), you start by allocating your costs, then you align them to the business outcome they will support. This gives you a Cost per Outcome, the building block for ROI. Once you can measure what each outcome costs, calculating ROI is simply a matter of comparing that cost against the value it delivers. This post outlines a practical methodology for aligning AI investments with business impact. We detail how to classify use cases, attribute costs, and identify the initiatives that drive measurable value.

Implementing a FinOps weekly checkpoint is a proactive approach to catch spend trends sooner and generates more meaningful insights for your monthly variance analysis. Gathering variance context throughout the month leads to a clearer, more impactful analysis. This weekly checkpoint involves regularly reviewing cost data, identifying anomalies or trends, and engaging with technical teams to understand cost change drivers.

Discover how A2A built a FinOps platform powered by AWS that normalizes multi-cloud cost data, enabling the company to identify cost savings and reduce manual budget consolidation time. You will learn about the architectural decisions, dashboards implemented, and transferable lessons for implementing your own multi-cloud cost management solution. Listed on the Italian Stock Exchange, with around 15,000 employees, A2A […]

In 12 weeks, one Software as a Service (SaaS) organization cut AWS costs by 39% while preparing for 10x growth. This post walks through the phased approach the team used to sequence multiple optimizations without disrupting production. Each phase built on the last, compounding into a total 39% reduction within 12 weeks. You can apply […]

Since launching the Cost Efficiency metric at re:Invent 2025, we keep hearing from our customers: “How do I compare to my peers?” To answer it, we analyzed optimization patterns across more than 71,000 anonymized, opted-in AWS customers over the most recent quarter. Savings Plans coverage is the foundation of any cost optimization strategy, but it’s just one piece of the puzzle. The data shows our most efficient customers go […]

AWS Nitro Enclaves promise a new level of security for sensitive workloads, but running them at scale across multiple clients introduces a hidden challenge: how do you actually know who used what, and for how long? This post explores a surprisingly lightweight and affordable architecture that brings real visibility to Nitro Enclave usage, making accurate client billing finally possible.

CrowdStrike, a leader in cloud-delivered endpoint and workload protection, provides comprehensive security solutions to organizations worldwide. CrowdStrike’s implementation of a dedicated FinOps admin account demonstrates that organizations can achieve efficient cost management while limiting management/payer account access. Their approach provides a clear framework that other organizations can adapt for their own environments, particularly those operating at scale where both cost management complexity and security requirements are high.

Another year has flown by. As we wrap up another exciting AWS re:Invent, I’m excited to share the latest enhancements in AWS Cloud Financial Management (CFM) space. This year’s announcements reflect our commitment to providing comprehensive solutions across the four CFM pillars: track and allocate, govern and operate, forecast and plan, and optimize and save. We’ve also made significant improvements in AI for CFM, which impacts all four CFM pillars.

As organizations continue to scale their cloud infrastructure, many organizations struggle to answer fundamental questions: How efficient are we being with our cloud spend? Which business units are most cost efficient? How do we demonstrate ROI on optimization efforts to leadership? Today, we’re excited to introduce Cost efficiency in Cost Optimization Hub—a comprehensive, automatically generated measure of cloud spend efficiency that helps you track optimization progress over time and drive meaningful cost savings across your organization.