March 31, 2026

AIOps self-healing infrastructure is cutting enterprise incident resolution time by 65% and delivering 300% ROI within 18 months — but 28% of teams still fail at rollout. This guide covers the 2026 maturity model, top vendor benchmarks, a FinOps integration framework, and a four-phase implementation roadmap built from primary analyst research. Everything decision-makers need to move from reactive operations to autonomous remediation.