AI ROI: How Should Enterprises Benchmark AI Success?

Enterprise investment in AI continues to accelerate. Yet as spending grows, executives are increasingly asking the fundamental question: How should enterprises actually measure AI success for ROI? While many organizations initially focused on model performance, accuracy benchmarks, or proof-of-concept deployments, these technical metrics rarely capture what business leaders ultimately care about: measured business results.