B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
21%
21% -- ai scale deployment rate for organizations (2023)
Only 21% of organizations have deployed AI at scale across multiple business functions according to McKinsey (2023).
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Lighthouse Research Team
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Source verified
Evidence graded
Value
21%
Unit
Percentage
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
McKinsey
Primary
Tier C
https://arshsingh.com/blog/ai-assistants-for-business/ ↗
Source Article
AI Assistants For Business in 2026
Original Research
McKinsey
· Original study ↗
Methodology
Cited from McKinsey 2023 research
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
organizations: 21% ai scale deployment rate. Source: McKinsey (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/orgs-ai-deployed-at-scale-2023
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<blockquote cite="https://lighthousedata.io/data/orgs-ai-deployed-at-scale-2023" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>21%</strong> -- ai scale deployment rate for organizations<br><small>Source: McKinsey (2023) · <a href="https://lighthousedata.io/data/orgs-ai-deployed-at-scale-2023" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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