B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
63%
63% -- lacked ai governance rate for organizations with an AI-related incident (2025)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
63%
Unit
Percentage
Data Vintage
2025
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
IBM
Primary
Tier A
https://www.metacto.com/blogs/ai-value-creation-for-pe-backed-companies-where-workflows-move-ebitda ↗
Source Article
AI Value Creation for PE-Backed Companies: Where Workflows Move EBITDA | metacto
For a PE-backed company, AI value creation has to land somewhere specific. It can improve gross margin, reduce SG&A growth, expand capacity, protect retention, speed cash conversion, or reduce risk. If the value cannot be mapped to one of those operating levers, it is probably an experiment, not a v…
Original Research
IBM
· Original study ↗
Methodology
IBM Cost of a Data Breach report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
organizations with an AI-related incident: 63% lacked ai governance rate. Source: IBM (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/lacked-ai-governance-policies-2025
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<blockquote cite="https://lighthousedata.io/data/lacked-ai-governance-policies-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>63%</strong> -- lacked ai governance rate for organizations with an AI-related incident<br><small>Source: IBM (2025) · <a href="https://lighthousedata.io/data/lacked-ai-governance-policies-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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