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.

Customer service agent wearing headset and assisting customers with AI-powered workflows.

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