B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
20%
20% -- efficiency improvement from ai adoption for organizations adopting AI across go-to-market functions (2025)
Organizations adopting AI across go-to-market functions see a 20–30% improvement in efficiency metrics.
- Reported as a range of 20–30%
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
20%
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
McKinsey
Primary
Tier C
https://tribble.ai/blog/ai-investor-reporting-quarterly-fund-updates/ ↗
Source Article
How AI for Investor Reporting Works in 2026
Quarterly investor reporting is where fund operations, portfolio monitoring, investor relations, and compliance collide. Every quarter, the same pressure returns: collect portfolio company updates, normalize inconsistent data, build the package, draft commentary, reconcile numbers, review sensitive …
Original Research
McKinsey
· Original study ↗
Methodology
McKinsey State of AI report 2025; range 20-30%, midpoint used
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
organizations adopting AI across go-to-market functions: 20% efficiency improvement from ai adoption. Source: McKinsey (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mckinsey-ai-gtm-efficiency-2025
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<blockquote cite="https://lighthousedata.io/data/mckinsey-ai-gtm-efficiency-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- efficiency improvement from ai adoption for organizations adopting AI across go-to-market functions<br><small>Source: McKinsey (2025) · <a href="https://lighthousedata.io/data/mckinsey-ai-gtm-efficiency-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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