B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
8
8 -- customer satisfaction score for Customer contact operations (case study organization) (2026)
Customer satisfaction was maintained at 8.5 out of 10 in a customer operations AI implementation case study.
- Case study example presented at Org UK & IE event
- Maintained at 8.5/10 following AI implementation in customer operations
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
8
Unit
Score
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Source Article
From AI Ambition to Impact: Takeaways from UK & IE Event
Artificial Intelligence has moved beyond the introductory stages. The question facing most organisations today is no longer “Should we adopt AI?” but “How do we generate real, measurable value from it?” At our recent events in the UK and Ireland, we brought together senior leaders across the Finance…
Original Research
Org
· Original study ↗
Methodology
Case study example presented at Org UK & IE event
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Customer contact operations (case study organization): 8 customer satisfaction score. Source: Org (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/customer-satisfaction-8.5-10-ai-contact
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<blockquote cite="https://lighthousedata.io/data/customer-satisfaction-8.5-10-ai-contact" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>8</strong> -- customer satisfaction score for Customer contact operations (case study organization)<br><small>Source: Org (2026) · <a href="https://lighthousedata.io/data/customer-satisfaction-8.5-10-ai-contact" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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