B Evidence Grade B Graded under review Safe to Cite Current

23.5%

23.5% -- cost per contact reduction for companies using conversational AI (2026)

2026  · IBM

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Attribution: IBM View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
23.5%
Unit
Percentage
Data Vintage
2026
Entity
companies using conversational AI
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
IBM Primary Tier B
https://www.atidiv.com/how-ai-in-customer-service-operates-voice-agents-and-beyond/ ↗
Confidence: 53/100 Vintage: 2026 Channel: Common Crawl
Source Article
How AI in Customer Service Operates in 2026: Voice Agents and Beyond
Original Research
IBM · Original study ↗

IBM study

Methodology documented
Industrymarketing
Plain Text
companies using conversational AI: 23.5% cost per contact reduction. Source: IBM (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ibm-conversational-ai-cost-contact-23-5
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ibm-conversational-ai-cost-contact-23-5" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>23.5%</strong> -- cost per contact reduction for companies using conversational AI<br><small>Source: IBM (2026) · <a href="https://lighthousedata.io/data/ibm-conversational-ai-cost-contact-23-5" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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