B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
4
4 -- ai investment roi for companies investing in AI (2023)
Companies see an average return of $3.50 for every $1 invested in AI.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
4
Unit
Multiple
Data Vintage
2023
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
IDC
Primary
Tier C
https://www.julia-ahlfeldt.com/beyond-automation-ai-powered-cx-strategy-for-smarter-leadership/ ↗
Source Article
AI Powered Customer Experience Strategy for CX Leaders - Julia Ahlfeldt
AI has outgrown its chatbot phase. It’s no longer just automating frontline support—it’s guiding multimillion-dollar CX decisions. If your leadership team still sees AI as a tech trend rather than a strategic tool, it’s time to rethink that approach.
Key Insights:
- AI is more than just automation—i…
Original Research
IDC
· Original study ↗
Methodology
IDC research on average business returns from AI investments, cited by the article with year attribution (IDC, 2023)
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies investing in AI: 4 ai investment roi. Source: IDC (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-investment-roi-3-50-per-dollar
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<blockquote cite="https://lighthousedata.io/data/ai-investment-roi-3-50-per-dollar" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>4</strong> -- ai investment roi for companies investing in AI<br><small>Source: IDC (2023) · <a href="https://lighthousedata.io/data/ai-investment-roi-3-50-per-dollar" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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