Supporting assets

Papers & Guides

A curated set of papers and guides for putting FOCUS and FinOps data practices into action, from workflow design to provider-specific pipelines.

• How to Build and Optimize FinOps Data Workflows — Learn how to design FinOps data workflows that integrate cloud cost, usage, and business data into a reliable foundation for reporting, forecasting, and optimization.
• Building a FOCUS Data Export Pipeline for Alibaba Cloud — Learn how to build an automated pipeline to transform Alibaba Cloud billing exports into a normalized, FOCUS-aligned dataset using OSS, AWS Glue, and Athena for scalable technology value analytics and governance.
• FinOps for Data Center: Practical Cost Modeling & FOCUS Alignment — This guidance provides instructions to make clear rate cards for data centers, tracking usage, generating FOCUS-compliant cost records, and how sharing this information with practitioners and leaders improves decision-making.
• FinOps for Data Center: Structuring Data Center Cost and Usage Data — By adopting FOCUS-formatted datasets, whether from cloud providers or internal systems, organizations can apply FinOps practices more easily to data center costs and usage data. The consistency of data structure reduces complexity, accelerates time to value, and simplifies tool adoption.
• Adopting FOCUS, the FinOps Open Cost and Usage Specification — Use this paper to better understand FOCUS (the FinOps Open Cost and Usage Specification), an open specification that normalizes billing datasets across cloud, SaaS, data center, and other technology vendors to reduce complexity for FinOps practitioners.