B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
20%
20% -- productivity increase for process automation adopters (2026)
According to McKinsey, process automation increases productivity by 20% to 30%.
- Reported as a range (20-30%)
Attribution:
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Lighthouse Research Team
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Source verified
Evidence graded
Value
20%
Unit
Percentage
Data Vintage
2026
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
McKinsey
Primary
Tier C
https://camel.expert/pl/it-development/it-development-technologies/chatbot-development/ ↗
Source Article
Rewolucjonizowanie biznesu: w jaki sposób rozwój chatbotów zwiększa wydajność, obniża koszty i zwiększa lojalność klientów
Amerykańska firma badawczo-konsultingowa Gartner, specjalizująca się w rynkach technologii informatycznych, doszła do wniosku, że do 2025 roku 80% interakcji z klientami zostani…
Original Research
McKinsey
· Original study ↗
Methodology
Attributed to McKinsey; cited secondhand; range 20-30%, midpoint used
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
process automation adopters: 20% productivity increase. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mckinsey-automation-productivity-gain
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<blockquote cite="https://lighthousedata.io/data/mckinsey-automation-productivity-gain" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- productivity increase for process automation adopters<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/mckinsey-automation-productivity-gain" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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