B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
89%
89% -- genai qe adoption rate for organizations (quality engineering) (2025)
89% of organizations are piloting or deploying generative-AI augmented QE workflows according to the World Quality Report 2025.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
89%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
World Quality Report
Primary
Tier C
https://www.qaflow.com/post/the-qa-scaling-problem-series-b-companies-cant-hire-their-way-out-of ↗
Source Article
The QA Scaling Problem Series B Companies Can't Hire Their Way Out Of • Blog QA flow
The QA scaling problem series B companies can't hire their way out of
Most Series B CTOs face an impossible choice. Hire QA engineers proportionally to development team growth, or accept longer release cycles that kill competitive velocity.
Neither option works. If you maintain a 1:5 QA-to-engineer …
Original Research
World Quality Report
· Original study ↗
Methodology
World Quality Report 2025
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
organizations (quality engineering): 89% genai qe adoption rate. Source: World Quality Report (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/genai-augmented-qe-adoption-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/genai-augmented-qe-adoption-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>89%</strong> -- genai qe adoption rate for organizations (quality engineering)<br><small>Source: World Quality Report (2025) · <a href="https://lighthousedata.io/data/genai-augmented-qe-adoption-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.