The source list
Vendor or customer material2025
Annual state-of-service reporting
Service-platform industry reporting
What this label means
A claim about the publisher's own product. Not a finding.
Citation
- Publisher
- Service-platform industry reporting
- Title
- Annual state-of-service reporting
- Date
- 2025
- Provenance
- Vendor or customer material
- Method
- Platform telemetry from customers of the reporting vendor, plus a user survey.
- What it does not show
- Resolution is defined by the platform, usually as “conversation closed without escalation”. It is not a measure of whether the customer's problem was solved.
- Full reference
- Service-platform industry reporting. Annual state-of-service reporting. 2025
Where this source appears
Cited on 1 field guide. The claim drawn from it on each one is reproduced below, so you can check the reading against the source itself.
Customer service
Around 65% of incoming queries were resolved without human intervention in 2025, up from about 52% in 2023.
Read the customer service guide
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