B Evidence Grade B Verified under review Safe to Cite Current

1%

1% -- ai agents effective use rate for Enterprises (2026)

2026  · MMA Global

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Attribution: MMA Global View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
1%
Unit
Percentage
Data Vintage
2026
Entity
Enterprises
B
Strong, reliable evidence

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

64/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
95
Citation Chain
90
Independence
30
Methodology
45
Freshness
95
MMA Global Primary Tier B
https://www.mmaglobal.com/taxonomy/term/1472 ↗
Confidence: 71/100 Vintage: 2026 Channel: Common Crawl
Source Article
Monica Ho
Original Research
MMA Global · Original study ↗

Cited in MMA Global Responsible AI Innovation Lab webinar description

Methodology documented
Industrymarketing
Plain Text
Enterprises: 1% ai agents effective use rate. Source: MMA Global (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-agents-enterprise-effective-use-under-1
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<blockquote cite="https://lighthousedata.io/data/ai-agents-enterprise-effective-use-under-1" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>1%</strong> -- ai agents effective use rate for Enterprises<br><small>Source: MMA Global (2026) · <a href="https://lighthousedata.io/data/ai-agents-enterprise-effective-use-under-1" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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