B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
10%
10% -- share of tenders referencing ethical ai clauses for Swedish public-sector AI tenders (2026)
Approximately 10% of Swedish public-sector AI tenders explicitly reference ethical-AI guidelines, transparency clauses, or risk assessments.
- Estimated figure (~10%)
Attribution:
View source
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Alice Labs
Primary
Tier B
https://alicelabs.ai/reports/public-sector-ai-procurement-sweden-2026 ↗
Source Article
Public Sector AI Procurement Atlas
Original Research
Alice Labs
· Original study ↗
Methodology
Atlas tender-document analysis
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Swedish public-sector AI tenders: 10% share of tenders referencing ethical ai clauses. Source: Alice Labs (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/sweden-10pct-tenders-ethical-ai-clauses
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<blockquote cite="https://lighthousedata.io/data/sweden-10pct-tenders-ethical-ai-clauses" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>10%</strong> -- share of tenders referencing ethical ai clauses for Swedish public-sector AI tenders<br><small>Source: Alice Labs (2026) · <a href="https://lighthousedata.io/data/sweden-10pct-tenders-ethical-ai-clauses" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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