B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
20%
20% -- productivity increase for Companies integrating generative AI (LLMs) in customer service and marketing functions (2023)
Companies integrating generative AI with LLMs can increase productivity in customer service and marketing functions by 20% to 45%.
- Reported as a range of 20% to 45%
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Lighthouse Research Team
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Evidence graded
Value
20%
Unit
Percentage
Data Vintage
2023
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 Global Institute
Primary
Tier C
https://www.pinchaaqui.es/blog/llms-para-tu-negocio-potenciando-clientes-datos-y-decisiones ↗
Source Article
LLMs para tu negocio, potenciando clientes, datos y decisiones
Georgina Gilabert
CMO
Contenido
Durante años, las empresas han acumulado datos como quien llena un trastero: informes, dashboards, CRMs, encuestas, tickets de soporte, correos, chats.
¿Cómo se traduce? Mucha información. ¿Qué supone esto? Poco entendimiento.
Los LLMs (Large Language Models) llegan j…
Original Research
McKinsey Global Institute
· Original study ↗
Methodology
Range of 20%-45% reported; midpoint 32.5% extracted per range rule. Productivity uplift in customer service and marketing areas from generative AI/LLM integration. Blog cites McKinsey Global Institute 'The economic potential of generative AI' (2023-2024).
Methodology documented
Segmentation
Industrymarketing
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Plain Text
Companies integrating generative AI (LLMs) in customer service and marketing functions: 20% productivity increase. Source: McKinsey Global Institute (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mckinsey-genai-marketing-cs-productivity-gain
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<blockquote cite="https://lighthousedata.io/data/mckinsey-genai-marketing-cs-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 Companies integrating generative AI (LLMs) in customer service and marketing functions<br><small>Source: McKinsey Global Institute (2023) · <a href="https://lighthousedata.io/data/mckinsey-genai-marketing-cs-productivity-gain" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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