B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
46%
46% -- ai adoption barrier lack of skilled personnel for construction professionals (2025)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
46%
Unit
Percentage
Data Vintage
2025
Entity
Sample Size
2,200
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
RICS
Primary
Tier A
https://kanebridgenewsme.com/real-estate-agents-look-to-ai-for-sales-boost/ ↗
Source Article
Real-Estate Agents Look To AI For Sales Boost | Kanebridge News
Real-Estate Agents Look To AI For Sales Boost
American technology leaders at Realogy, Compass and Zillow hope to augment human savvy with algorithms.
American technology leaders at Realogy, Compass and Zillow hope to augment human savvy with algorithms.
Information-technology executives at some real…
Original Research
RICS
· Original study ↗
Methodology
Survey of more than 2,200 construction professionals by RICS.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
construction professionals: 46% ai adoption barrier lack of skilled personnel. Source: RICS (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/rics-2025-46-percent-skilled-personnel-barrier
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<blockquote cite="https://lighthousedata.io/data/rics-2025-46-percent-skilled-personnel-barrier" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>46%</strong> -- ai adoption barrier lack of skilled personnel for construction professionals<br><small>Source: RICS (2025) · <a href="https://lighthousedata.io/data/rics-2025-46-percent-skilled-personnel-barrier" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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