A FinOps Maturity Model for Multi-Cloud Enterprises: From Crawl to Run

Multi-cloud adoption is outpacing most companies' ability to manage what they spend on it. This paper lays out a maturity model that maps the path from basic cost visibility to fully automated, AI-driven cloud financial management. We looked at data from 500+ enterprise cloud environments and identified the technical, organizational, and cultural factors that separate the leaders from everyone else. The model gives concrete benchmarks and a step-by-step roadmap no matter where you're starting from.