B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
25%
25% -- ebit contribution from ai demand planning for companies using AI-driven demand planning (2025)
Around 25% of companies credit AI-driven demand planning with contributing more than 5% of their Earnings Before Interest and Taxes (EBIT).
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
25%
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
wingenious.ai
Primary
Tier C
https://www.wingenious.ai/insights/scaling-ai-ecommerce-tips-uk-businesses ↗
Source Article
Scaling AI for Ecommerce: Tips for UK Businesses | Wingenious
Scaling AI for Ecommerce: Tips for UK Businesses
Phased AI steps for UK ecommerce: start small, optimise inventory, automate customer service and measure ROI.
AI adoption in UK ecommerce has surged, but only 22–23% of businesses see meaningful results. Why? Many attempt to implement too much at once…
Original Research
wingenious.ai
· Original study ↗
Methodology
25% of companies report >5% EBIT contribution
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies using AI-driven demand planning: 25% ebit contribution from ai demand planning. Source: wingenious.ai (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-demand-planning-ebit-contribution
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-demand-planning-ebit-contribution" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- ebit contribution from ai demand planning for companies using AI-driven demand planning<br><small>Source: wingenious.ai (2025) · <a href="https://lighthousedata.io/data/ai-demand-planning-ebit-contribution" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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