Liveops 2026 Resolution Gap Report

Why AI-Powered CX Is Faster Than Ever But Customer Effort Remains High

New Liveops research reveals a growing gap between faster service technologies and the customer experience. While organizations continue investing in AI, automation, and self-service, customers still measure success by one thing: how easily they can get their issue resolved. Based on a survey of 1,000 U.S. consumers, this report uncovers what customers expect from modern service and how organizations can reduce effort while improving outcomes.

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