B
Evidence Grade B
Graded
under review
Safe to Cite
Current
20%
20% -- manual workload reduction rate for administrative tasks (US workforce) (2026)
Attribution:
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Lighthouse Research Team
Last verified:
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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://www.aktos.ai/blog/best-collection-agency-software-for-growing-teams ↗
Source Article
Best Collection Agency Software for Growing Teams
Original Research
McKinsey
· Original study ↗
Methodology
Range 20-40%; midpoint used. Cited from McKinsey report 'The future of work in America: People and places, today and tomorrow'.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
administrative tasks (US workforce): 20% manual workload reduction rate. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mckinsey-automation-manual-workload-reduction
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<blockquote cite="https://lighthousedata.io/data/mckinsey-automation-manual-workload-reduction" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- manual workload reduction rate for administrative tasks (US workforce)<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/mckinsey-automation-manual-workload-reduction" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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