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Cloud Cost Optimization Without Tagging: Real-Time Kubernetes Cost Visibility and FinOps Solutions for SaaS

For 15 years, the entire FinOps industry has worked from the same data: billing exports, cloud tags, and month-end reports. That model worked when infrastructure was simple. It doesn’t work for teams running Kubernetes, shared services, and multi-tenant workloads at scale. The problem isn’t cloud spend. It’s that most tools can’t explain it at the […]

EngineeringFinance & Business 09/02/2026

The hidden complexity behind Cloud Cost Unit Economics

Cloud cost questions tend to sound simple. At a small scale, these are easy to answer with rough estimates. As systems grow, they quietly become some of the hardest questions in the organization. Not because teams lack data, but because the way modern infrastructure works has changed. Cost stopped mapping cleanly to ownership In early-stage […]

09/02/2026

News 08/02/2026

Attribute Partners with RealCloud to Bring FinOps Without Tagging to Latin America

Cloud adoption in Latin America continues to accelerate faster with AI workloads, SaaS growth, and cloud-native architectures, Kubernetes, and managed services. As infrastructure scales, so does the need for accurate cost observability that connects cloud spend to business outcomes through automated business mapping based on actual consumption. RealCloud, a leading provider of continuous cloud management […]

08/02/2026

Engineeringintegrations 04/02/2026

What Does a No-Tagging Deployment Actually Look Like? A Step-by-Step Guide for DevOps & Platform Teams

Executive Summary Traditional FinOps systems rely heavily on manual resource tagging, which creates operational friction, governance overhead, and engineering resistance. This article provides a step-by-step guide showing DevOps and Platform teams how to deploy a no-tagging runtime attribution system. The deployment is zero-code, non-disruptive, and eliminates FinOps maintenance debt. By using lightweight kernel-level telemetry (eBPF) […]

04/02/2026

Engineering 15/10/2025

The “Open Bar” AI Bill – True crime story from the life of VP Engineering

As engineering leaders, we’re all living through a massive platform shift. AI isn’t just a buzzword on a slide deck anymore; it’s a powerful tool that’s fundamentally changing how we build and deliver software. However, integrating AI isn’t a single challenge, it’s a grand expedition with two parallel journeys, each requiring completely different maps. The […]

Orit Yaron

15/10/2025

Engineering 15/07/2025

Attribute Sensor is Now Officially Certified for GKE Autopilot

Attribute Sensor is now officially certified for GKE Autopilot. Built on secure eBPF technology, Attribute Sensor empowers FinOps without tagging, even in fully managed Kubernetes environments. GCP customers can now gain granular insights across teams, services, and customers, while preserving Autopilot’s performance and security.

Orit Yaron

15/07/2025

Finance & Business 14/05/2025

SaaS Hosting Benchmarks by ARR and Maturity

Hosting is a major, fluctuating cost for SaaS companies, directly affecting margins and valuation. This article benchmarks how hosting costs evolve with scale, using real data and 10-K filings from public SaaS firms.

Izhak Zimmerman CEO & Co-Founder

14/05/2025

product 05/05/2025

Your AZs Are Talking Behind Your Back-and It’s Costing You a Fortune

Here’s a fun cloud trivia question: What’s invisible, silent, and quietly draining tens (or hundreds) of thousands of dollars from your AWS bill every month? No, it’s not unused EBS volumes (though, yes, clean those up too).It’s AZ-to-AZ data transfer, and it’s sneakier than you think. The Costly Chatter of AZs In AWS, when data […]

Hili Paryenti

05/05/2025

Engineering 06/03/2025

From Fit to Friction: The Evolution of Our Data Processing Stack

We recently migrated our data processing infra from Serverless Dataporc to SparkApplication over K8s. Why? Because the wind shifted.

Orit Yaron

06/03/2025

product 18/12/2024

When I Needed Attribute in My Previous Life as a Technical PM and a Developer

ARR only tells we gain from the customer. It doesn’t reveal what the customer costs us, especially in cloud-heavy, multi-tenant environments. Here’s a solution.

Hili Paryenti

18/12/2024

Engineering 27/11/2024

FinOps 2.0 — Beyond Cost Optimization

Orit Yaron believes it’s time for FinOps to evolve, and she calls it FinOps 2.0. Here’s her vision for what’s next.

Orit Yaron

27/11/2024

Engineering 21/11/2024

Data Standardization: The Hidden and Untapped Challenge in FinOps

What is data standardization and how can organizations address this hidden FinOps challenge? Answers inside.

Hili Paryenti

21/11/2024

Engineering 20/11/2024

Unlocking Cloud Cost Visibility with eBPF: A Game-Changer for FinOps

Attribute revolutionize FinOps with eBPF: gain real-time, no-tagging cloud cost visibility for dynamic environments. Enabling organizations to achieve unparalleled cloud cost visibility and allocation

Orit Yaron

20/11/2024

Engineering 13/11/2024

Pizza Pepperoni or Pineapple (in other words Agent Vs Agent-less)

Agent or agentless? Discover the benefits agents bring to and FinOps – deep metrics to real-time insights enhanced security.

Orit Yaron

13/11/2024

Finance & Business 10/11/2024

EVM: How to calculate in a FinOps context

Learn to calculate EVM in a FinOps context from renowned FinOps expert, Anderson Oliveira. Complete with graphs and examples.

Anderson Oliveira

10/11/2024

Finance & Businessintegrations 04/11/2024

Attribute Now Available on Google Cloud Marketplace

Attribute is now available on Google Cloud Marketplace! Google Cloud customers can now enjoy easy access to the Attribute platform.

Izhak Zimmerman CEO & Co-Founder

04/11/2024

Finance & BusinessNews 03/11/2024

Top 7 Recommended Sessions for FinOps X EU

Attending FinOps X EU? These can’t-miss sessions will provide practical examples about how to connect FinOps and costs to business outcomes.

Hili Paryenti

03/11/2024

Finance & BusinessNews 23/10/2024

Attribute Mentioned in 2 Gartner® Reports as a Representative Example for Third-party Generalist Tools Category

Attribute is a unique zero-tagging FinOps solution that optimizes business performance by aligning cloud spend with business outcomes. Attribute, a leading FinOps provider that ensures multi layer cost analysis for every dollar spent in the cloud based on newly-created data points, announced today that it has been mentioned in two Gartner reports as a Representative […]

Attribute Team

23/10/2024

Finance & Business 17/10/2024

Starting with Business Value: Leveraging the Business Context of Cloud Costs

Discover how innovative FinOps approaches can help all departments across the organization make better business decisions.

Attribute Team

17/10/2024

Engineering 09/10/2024

Dissecting gRPC & Google PubSub Messages in Attribute Sensor: A Journey Through the Network Stack

Dissecting gRPC is not a walk in the park. While adding support for Google Pub/Sub to our platform we had to jump in headfirst – this is what we learned

Matan Croitoriu

09/10/2024

Finance & Business 01/10/2024

Uncovering the Gross Margins; Cloud Cost is the Missing Link in SaaS Pricing

Discover how SaaS companies can grow by focusing on pricing strategies & why accurate cloud cost tracking drives long-term profitability.

Hili Paryenti

01/10/2024