Yaqin Hei
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May 22, 2026

Containment Rate vs Resolution Rate: The Only Customer-Service AI Metric That Matters (How "98% CSAT" Gets Faked)

The CEO gets a weekly email from the vendor: CSAT 98%. I pulled the raw data — ~5% of customers rated 'satisfied,' a fraction of a percent rated 'unsatisfied,' 95% never responded. 'Silent = satisfied by default' is how that 98% got built. Five minutes to see through four flavors of fake-resolution claim; ten minutes to redraw your team's customer-service north star.

Agentic AI in Practice · 16 min read · EN · 中
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