B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
$670,000
$670,000 -- shadow ai breach cost increase for data breaches involving Shadow AI (2025)
Shadow AI adds an average of $670,000 to the cost of a data breach.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
$670,000
Unit
Currency Usd
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
IBM Security
Primary
Tier B
https://34.192.67.227/blog/the-ai-efficiency-trap-why-faster-doesnt-mean-cheaper/ ↗
Source Article
The AI Efficiency Trap: Why Faster Doesn’t Mean Cheaper
Original Research
IBM Security
· Original study ↗
Methodology
Cited from IBM Security Cost of a Data Breach Report 2025
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
data breaches involving Shadow AI: $670,000 shadow ai breach cost increase. Source: IBM Security (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/shadow-ai-breach-cost-increase
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<blockquote cite="https://lighthousedata.io/data/shadow-ai-breach-cost-increase" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$670,000</strong> -- shadow ai breach cost increase for data breaches involving Shadow AI<br><small>Source: IBM Security (2025) · <a href="https://lighthousedata.io/data/shadow-ai-breach-cost-increase" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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