Moving from Chaos to Clarity: The FinOps Imperative for Data, Analytics, and AI
Data and AI promise trillions in economic impact—but hidden costs, waste, and weak ROI measurement are holding many organizations back.
Futurum Research,
Cite this
The Futurum Group, "Moving from Chaos to Clarity: The FinOps Imperative for Data, Analytics, and AI," November 21, 2025. https://preview.erikbethke.com/research-reports/moving-from-chaos-to-clarity-the-finops-imperative-for-data-analytics-and-ai/
Data and AI promise trillions in economic impact—but hidden costs, waste, and weak ROI measurement are holding many organizations back. This infographic from Futurum Research breaks down how FinOps brings financial visibility, optimization, and automation to data, analytics, and AI workloads so teams can turn cloud spend into true business value.
In this visual snapshot, you’ll see:
- The scale of the data and AI opportunity—and the growing spend behind it
- The “hidden costs and ROI gap” slowing value realization
- The three FinOps pillars—Visibility, Optimization, Automation—in action across data platforms
Download the infographic to see how leading organizations are moving from financial chaos to clarity in their data and AI investments.
Published by Futurum.