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Cloud and AI Cost Management with Power BI: A Practical Guide from a Data Engineering and FinOps Perspective
Paperback
Technology & EngineeringGeneral Computers
Publisher: Independently Published
Published: Apr 15 2026
Pages: 316
Weight: 0.93
Height: 0.66 Width: 6.00 Depth: 9.00
Language: English
This book turns Power BI into an end-to-end management platform and outlines a practical path for building transparent, comparable, and operationally controllable cost management from the data foundation through KPIs, reporting, and steady-state operations, from a data engineering and FinOps perspective.
AI costs are equally central. AI workloads create new cost patterns with tokens, GPU time, and multi-step workflows. Even small changes to a prompt, model version, or agent logic can shift cost profiles quickly. The book explains how token, GPU, and workflow data can be transformed into a controllable model, including practical KPIs such as cost per request, cost per feature, and version economics.
Special feature: The book consistently brings FinOps, FOCUS, and Power BI together and extends this foundation with a complete AI cost model.
Highlight: A structured 90-day program that describes adoption step-by-step in three phases: establishing transparency, building accountability, and embedding cost governance into steady-state operations.
Download: Also included are a central KPI overview and downloadable working materials with 46 KPI fact sheets (definition, data requirements, calculation, interpretation).
Target audience
- Organizations of any size, from single cloud (e.g., Azure) to multi-cloud
- FinOps owners and cloud cost managers
- Data engineers and BI/Power BI developers
- Cloud architects as well as engineering and platform teams
- Finance/controlling and management teams that want to steer costs transparently and prepare decisions on a solid basis
Contents include:
- Data engineering as the foundation for FinOps
- Harmonizing cost data with FOCUS
- Single- and multi-cloud scenarios
- AI cost models: tokens, GPUs, workflows, and KPIs
- Semantic models, metrics, and reporting with Power BI
- Data quality, allocation, and accountability (governance)
- Forecasting, budgets, and early warning systems
- Cloud cost management in 90 days
- 46 KPI fact sheets as a download
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