[KongchangAI]
Unverified50% confidenceBenchmarkExact time

Per 1000 tickets, SupportOps-AI's direct cost is about $8, the catastrophic error rate is 4%, remediation cost is $160, and customer goodwill loss is $280; the human direct cost is about $2,450, the catastrophic error rate is 2%, remediation cost is $50, and customer goodwill loss is $40.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/13/2026
First Seen
Valid until: 1/11/2027

Sources

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https://kongchang.com/claim/1018286
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curl https://kongchang.com/api/v1/knowledge/claims/1018286
MCP
get_claim(id=1018286)