B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
75%
75% -- ai adoption rate knowledge workers for Global knowledge workers (2025)
75% of knowledge workers use AI at work today.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
75%
Unit
Percentage
Data Vintage
2025
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Microsoft (Work Trend Index)
Primary
Tier B
https://www.varycon.com/resources/outperforming-shadow-ai-tools ↗
Source Article
A Governance Infrastructure to outperform -not police- Shadow AI Tools
A Governance Infrastructure to outperform -not police- Shadow AI Tools
Executive Summary
- Enterprise IT cycles operate in quarters; AI Content Generation tools evolve in weeks. This mismatch forces employees to bypass governance to meet deadlines and maximize productivity.
- The exponential demand …
Original Research
Microsoft (Work Trend Index)
· Original study ↗
Methodology
Cited by VARYCON; originally attributed to Microsoft Work Trend Index research
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Global knowledge workers: 75% ai adoption rate knowledge workers. Source: Microsoft (Work Trend Index) (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/knowledge-workers-ai-at-work-2025
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<blockquote cite="https://lighthousedata.io/data/knowledge-workers-ai-at-work-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>75%</strong> -- ai adoption rate knowledge workers for Global knowledge workers<br><small>Source: Microsoft (Work Trend Index) (2025) · <a href="https://lighthousedata.io/data/knowledge-workers-ai-at-work-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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