B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
31%
31% -- legal professionals worried about ai impact for legal professionals (2026)
31% of legal professionals are worried about the potential impact of AI on their work.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
31%
Unit
Percentage
Data Vintage
2026
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
Ironclad
Primary
Tier C
https://www.apps365.com/blog/ai-powered-contract-management/ ↗
Source Article
AI Powered Contract Management System for 2026
Original Research
Ironclad
· Original study ↗
Methodology
Research conducted by Ironclad, as cited by Apps365
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
legal professionals: 31% legal professionals worried about ai impact. Source: Ironclad (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ironclad-legal-ai-concern-31
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ironclad-legal-ai-concern-31" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>31%</strong> -- legal professionals worried about ai impact for legal professionals<br><small>Source: Ironclad (2026) · <a href="https://lighthousedata.io/data/ironclad-legal-ai-concern-31" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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