B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
87%
87% -- ai governance adoption rate for large organizations (2026)
87% of large organizations have some form of AI governance in place.
- Only 22% believe those systems are operating effectively
- Includes any form of AI governance in place
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
87%
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
American Arbitration Association
Primary
Tier B
https://slatehq.com/blog/ai-content-governance-tools ↗
Source Article
AI Content Governance Tools Compared by Use Case
AI-assisted publishing is now a standard part of the operating model for many B2B marketing teams, but the review processes that used to protect brand, accuracy, and compliance have not scaled with it. This guide compares 12 platforms that either govern how AI content is created, reviewed, approved,…
Original Research
American Arbitration Association
· Original study ↗
Methodology
American Arbitration Association 2026 survey
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
large organizations: 87% ai governance adoption rate. Source: American Arbitration Association (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/large-orgs-ai-governance-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/large-orgs-ai-governance-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>87%</strong> -- ai governance adoption rate for large organizations<br><small>Source: American Arbitration Association (2026) · <a href="https://lighthousedata.io/data/large-orgs-ai-governance-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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