B
Evidence Grade B
Graded
under review
Safe to Cite
Current
41%
41% -- return on investment for pioneering companies adopting generative AI (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
41%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
1,900
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
Snowflake
Primary
Tier A
https://www.snowflake.com/pt_br/blog/gen-ai-early-adopters-report/ ↗
Source Article
Pesquisa: empresas pioneiras na adoção da IA generativa conseguem um ROI de 41%
A IA generativa chegou para ficar e agora ela está gerando valor tangível para as empresas. Conforme as organizações do mundo inteiro implementam soluções de IA generativa, elas obtêm resultados notáveis e enfrentam desafios significativos. No momento, as principais questões giram em torno de quanto…
Original Research
Snowflake
· Original study ↗
Methodology
Survey of pioneering companies adopting generative AI
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
pioneering companies adopting generative AI: 41% return on investment. Source: Snowflake (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/generative-ai-roi-41
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<blockquote cite="https://lighthousedata.io/data/generative-ai-roi-41" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>41%</strong> -- return on investment for pioneering companies adopting generative AI<br><small>Source: Snowflake (2026) · <a href="https://lighthousedata.io/data/generative-ai-roi-41" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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