B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

80%

80% -- share of routine tasks automatable by ai for business operations (customer support tasks) (2025)

2025  · McKinsey

McKinsey estimates that AI can automate up to 80% of routine tasks.

  • Estimated as an upper bound ('as much as 80%')
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Attribution: McKinsey View source
Lighthouse Research Team
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Source verified Evidence graded
Value
80%
Unit
Percentage
Data Vintage
2025
Entity
business operations (customer support tasks)
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
McKinsey Primary Tier C
https://www.wowcustomersupport.com/blog/the-future-of-tech-support-ai-driven-solutions-vs-traditiona… ↗
Confidence: 47/100 Vintage: 2025 Channel: Deep Crawl
Source Article
AI-Driven Solutions vs Traditional Technical Support Outsourcing
In the hastily evolving world of technology, the landscape of tech support services is undergoing a large transformation. As a person who has witnessed the evolution of technical aid from its traditional roots to the burgeoning generation of AI-driven solutions, I am excited to share my insights on …
Original Research
McKinsey · Original study ↗

Blog citing a McKinsey estimate on AI task automation

Methodology documented
Industrymarketing
Plain Text
business operations (customer support tasks): 80% share of routine tasks automatable by ai. Source: McKinsey (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-routine-task-automation-mckinsey
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<blockquote cite="https://lighthousedata.io/data/ai-routine-task-automation-mckinsey" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>80%</strong> -- share of routine tasks automatable by ai for business operations (customer support tasks)<br><small>Source: McKinsey (2025) · <a href="https://lighthousedata.io/data/ai-routine-task-automation-mckinsey" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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