B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

20%

20% -- ai success rate for businesses using AI (2026)

2026  · Deloitte

Only 20% of businesses trying AI are actually getting results.

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Attribution: Deloitte View source
Lighthouse Research Team
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Source verified Evidence graded
Value
20%
Unit
Percentage
Data Vintage
2026
Entity
businesses using AI
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Deloitte Primary Tier C
https://justinharris.ai/blog/why-ai-deployments-fail-2026/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
74% of Businesses Are Trying AI. Only 20% Are Actually Getting Results.
74% of Businesses Are Trying AI. Only 20% Are Actually Getting Results. Here's the thing: the problem is not that AI does not work. The problem is that most businesses are using it wrong, in a very specific and predictable way. Deloitte has been tracking enterprise AI adoption across hundreds of org…
Original Research
Deloitte · Original study ↗

Cited as Deloitte enterprise AI adoption tracking

Methodology documented
Industrymarketing
Plain Text
businesses using AI: 20% ai success rate. Source: Deloitte (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/businesses-ai-results-2026
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<blockquote cite="https://lighthousedata.io/data/businesses-ai-results-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- ai success rate for businesses using AI<br><small>Source: Deloitte (2026) · <a href="https://lighthousedata.io/data/businesses-ai-results-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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