B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
10%
10% -- ai scaling rate for construction firms (2026)
No more than 10% of construction firms have scaled AI into core operations.
- Stated as an upper bound ('no more than 10%')
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
10%
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
McKinsey
Primary
Tier C
https://www.arkeoai.com/ai-in-business/ai-construction-industry-competitive-advantage ↗
Source Article
The Competitive Edge Only 2% of Construction Firms Are Using
Category
Last updated: April 2026
When this article was first published, AI adoption in construction sat around 2%. Deloitte's 2025 survey now puts it at 37%. But most of that adoption is surface-level. The competitive edge in construction AI is not using it: it is deploying it strategically on your…
Original Research
McKinsey
· Original study ↗
Methodology
McKinsey figure cited by Arkeo AI; phrased as upper bound
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
construction firms: 10% ai scaling rate. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/construction-ai-scaled-operations-10pct
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<blockquote cite="https://lighthousedata.io/data/construction-ai-scaled-operations-10pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>10%</strong> -- ai scaling rate for construction firms<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/construction-ai-scaled-operations-10pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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