B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
49%
49% -- ai ml adoption rate for enterprises (2025)
49% of enterprises currently use AI or machine learning (ML).
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
49%
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
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
86
Source
Flexera
Primary
Tier A
https://www.flexera.com/blog/perspectives/balancing-innovation-costs-and-ethics-in-a-cloud-driven-wo… ↗
Source Article
Cloud innovation & ethics | Flexera’s guide to responsible growth
Table of contents
Do not edit: TOC will be auto-generated
Artificial intelligence (AI) is undergoing rapid transformation, redefining how organizations operate and make decisions. The adoption of Generative AI (GenAI) has skyrocketed, leading to increased cloud consumption, automation and data-drive…
Original Research
Flexera
· Original study ↗
Methodology
Flexera’s 2025 State of the Cloud Report
Methodology documented
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
enterprises: 49% ai ml adoption rate. Source: Flexera (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai_ml_adoption-2025
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<blockquote cite="https://lighthousedata.io/data/ai_ml_adoption-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>49%</strong> -- ai ml adoption rate for enterprises<br><small>Source: Flexera (2025) · <a href="https://lighthousedata.io/data/ai_ml_adoption-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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