B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
7%
7% -- ai full scaling rate for organizations globally (2025)
Only 7% of organizations have fully scaled AI across their organization.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
7%
Unit
Percentage
Data Vintage
2025
Entity
Sample Size
2,000
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
McKinsey
Primary
Tier B
https://www.appdirect.com/blog/10-ways-genai-helps-you-work-smarter ↗
Source Article
How Businesses Are Using AI to Work Smarter
Original Research
McKinsey
· Original study ↗
Methodology
McKinsey State of AI 2025 survey
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
organizations globally: 7% ai full scaling rate. Source: McKinsey (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/orgs-fully-scaled-ai-2025
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<blockquote cite="https://lighthousedata.io/data/orgs-fully-scaled-ai-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>7%</strong> -- ai full scaling rate for organizations globally<br><small>Source: McKinsey (2025) · <a href="https://lighthousedata.io/data/orgs-fully-scaled-ai-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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