B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Aging

81%

81% -- agent ai investment rate for contact center executives (2024)

2024  · innowinds.com

81% of contact center executives are investing in agent-enabling AI to improve efficiency and service quality.

  • Original survey methodology, publisher, and sample size are not specified in the source article.
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Attribution: innowinds.com View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
81%
Unit
Percentage
Data Vintage
2024
Entity
contact center executives
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
innowinds.com Primary Tier C
https://innowinds.com/insights/unleashing-the-power-of-ai-and-pim/ ↗
Confidence: 47/100 Vintage: 2024 Channel: Deep Crawl
Source Article
AI and PIM: Transforming E-commerce Personalization and Efficiency - Innowinds - Technology Simplified
AI and PIM: Transforming E-commerce Personalization and Efficiency Table of Contents Overview In today’s rapidly evolving digital landscape, eCommerce businesses are constantly seeking innovative ways to enhance customer experiences and streamline operations. Two pivotal elements driving substantial…
Original Research
innowinds.com · Original study ↗

Survey finding cited by Innowinds vendor blog; original survey publisher, survey date, and sample size not stated in the article. Vintage estimated from publication context.

Methodology documented
Industrymarketing
Plain Text
contact center executives: 81% agent ai investment rate. Source: innowinds.com (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/contact-center-execs-agent-ai-investment
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<blockquote cite="https://lighthousedata.io/data/contact-center-execs-agent-ai-investment" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>81%</strong> -- agent ai investment rate for contact center executives<br><small>Source: innowinds.com (2024) · <a href="https://lighthousedata.io/data/contact-center-execs-agent-ai-investment" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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