B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
42%
42% -- ai project abandonment rate for AI projects (general business) (2026)
Up to 42% of AI projects are abandoned or fail to scale.
- Unattributed secondary citation ('statistics suggest')
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
42%
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
toptenaiagents.co.uk
Primary
Tier C
https://toptenaiagents.co.uk/blog/cfo-guide-ai-roi-uk-finance-directors-2026.html ↗
Source Article
The CFO's Guide to AI ROI: UK Finance Directors' Practical Framework for 2026
The CFO's Guide to AI ROI: UK Finance Directors' Practical Framework for 2026
Quick Summary
UK Finance Directors face 1.35x-1.50x salary multipliers due to 15% Employer NI and £39k median wages, making AI's £3k-£6k annual cost vs £34k+ human cost mathematically compelling for 2026 budgets.
Real UK i…
Original Research
toptenaiagents.co.uk
· Original study ↗
Methodology
Unattributed statistic ('statistics suggest'); secondary source
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI projects (general business): 42% ai project abandonment rate. Source: toptenaiagents.co.uk (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-project-failure-rate-42
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<blockquote cite="https://lighthousedata.io/data/ai-project-failure-rate-42" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>42%</strong> -- ai project abandonment rate for AI projects (general business)<br><small>Source: toptenaiagents.co.uk (2026) · <a href="https://lighthousedata.io/data/ai-project-failure-rate-42" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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