AI Remediation Displaces Manual Ticket Triage
Managed service providers are increasingly specifying AI remediation platforms in place of manual ticket triage that cannot scale resolution capacity as fast as expanding multi tenant endpoint fleets. MMA's Q4 2025 primary research found providers using AI remediation platforms reporting resolution speed improving 29 percent versus comparable manual ticket triage workflows, as vendors completed the automation calibration work needed to certify accuracy across production scale deployments. This shift is resetting vendor investment priorities across nearly every major product line in the category, and quickly reshuffling supplier shortlists at several leading managed service providers.
Market Impact: Drives 44 percent of new decisions








