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Simplify Cloud Spend, Sharpen Business Insights

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The Attribute Platform

Dashboard showing Acme Corporations cloud resource usage and costs over time, with a bar graph and a table listing resources, regions, and cost changes.
Automated Cost Groupings

Automated Cost Grouping, without tagging

Attribute automatically groups cloud costs based on business metrics without needing to tag a single resource. Correlating cloud usage data from multiple sources, including our unique eBPF sensor, provides richer context and logical grouping of every cloud spend and eliminates blind spots without
manual calculations.

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Dashboard showing customer data for BrightTechOps, including a bar chart of resource cost, a pie chart of resource breakdown, and a list of resources with service, platform, and usage counts.
Business Insights

Easy access to Impactful Business Insights

Gain easy access to business insights that impact profit margins without the need for manual cost calculation. Attribute dramatically shortens the time to insight and visualizes the business impact of every cloud spend. Now, business and technical teams can make more accurate strategic decisions that align the cloud with its business value.

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Dashboard showing a service map with interconnected applications and a table listing services with details like platform name, resources, region, and cost.
Application Level Visibility

Cost-Visibility into the Application Layer

Gain end-to-end visibility of all the resources and services used by your application. Attribute’s eBPF sensor automatically identifies and maps all the interconnections in or between your applications
and calculates the exact costs using Back-propagation. We provide you with unmatched visibility into the cost of the application in real-time.

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Dashboard showing cost by service in bar and line charts, with a region breakdown table displaying queries, costs, durations, and averages below the graphs.
Query Level Visibility

Query-Level Visibility

Drive accountability by displaying engineering-level granular cost insights on past blind spots. Attribute provides detailed visibility into every query, data transfer, and object consumed, revealing the causes and mechanisms behind the changes in your cloud bill.

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Bar chart showing daily service costs for my-sql-to-sio with resource consumption data below; total cost displayed as $88K.
Shared Resources Cost-Allocation

Shared Resources Cost-Allocation

Attribute eliminates blind spots by automatically allocating shared resource costs to features, applications, or customers.

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Why FinOps & DevOps Teams Are Moving Beyond Tagging

Traditional tools read old data. Attribute reads your live system.

  • Cost attribution method

  • Time to meaningful data

  • Customer-level cost attribution

  • Self-managed infrastructure

  • Shared resource allocation

  • AI cost attribution

  • Data freshness

Traditional Tools

Attribute

Cost attribution method

Reads billing exports filtered by manually applied resource tags

Attributed costs based on actual workload behavior, no tags required

Time to meaningful data

Weeks to months of tagging work before attribution is useful

Immediately after sensor is deployed

Customer-level cost attribution

No concept of SaaS customers exists, cost-to-serve is a manual exercise

Automatic maps cloud spend to each customer across shared infrastructure

Self-managed infrastructure

Invisible; Kafka, Elasticsearch, and RabbitMQ on EC2 never appear in billing exports

Visible; eBPF operates on-prem and sees inside self-managed workloads

Shared resource allocation

Even splits or rough estimates

Allocation reflects what actually happened

AI cost attribution

Shows total LLM spend

Consumption based token allocation

Data freshness

Anomalies surface after the damage is done

Near real-time; cost is visible as workloads run