B
Evidence Grade B
Graded
under review
Safe to Cite
Current
65%
65% -- lost sales reduction for AI-driven demand forecasting (retail/CPG) (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
65%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
McKinsey
Primary
Tier B
https://alloy.ai/ai-in-retail-analytics ↗
Source Article
AI in Retail Analytics: A Guide for Consumer Brands
Original Research
McKinsey
· Original study ↗
Methodology
McKinsey research, cited in Alloy.ai guide
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-driven demand forecasting (retail/CPG): 65% lost sales reduction. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-lost-sales-reduction-65
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<blockquote cite="https://lighthousedata.io/data/ai-lost-sales-reduction-65" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>65%</strong> -- lost sales reduction for AI-driven demand forecasting (retail/CPG)<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/ai-lost-sales-reduction-65" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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