TL;DR



AWS Cost Explorer and Azure Advisor are reactive dashboards—they show you data, but don't act on it
Manual FinOps fails because engineers lack time, context, and confidence to delete resources
The average mid-sized company wastes $35,000-$50,000/year on zombie resources
AI-powered cost governance with confidence-scored recommendations...