B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
15%
15% -- mobility demand forecast variance for Milan shared mobility during 2026 Winter Games (2026)
Real-world mobility activity ran 15% higher than baseline forecasts during the 2026 Winter Games in Milan.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
15%
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
Switch (getswitch.io)
Primary
Tier B
https://getswitch.io/case-study/2026-winter-games-forecasting-mobility-demand-red-zones-with-ai-agen… ↗
Source Article
2026 Winter Games: Forecasting Mobility Demand & Red Zones with AI Agents
A complete predictive analysis automatically generated by AI: how the 2026 Winter Games will reshape Milan’s urban mobility.
Before the Winter Games, traditional predictive models all pointed to the same places: the stadiums. But reality had a different plan.
To show you exactly what happens when 75…
Original Research
Switch (getswitch.io)
· Original study ↗
Methodology
AI-agent-generated mid-event analysis comparing live activity to pre-event baseline forecasts
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Milan shared mobility during 2026 Winter Games: 15% mobility demand forecast variance. Source: Switch (getswitch.io) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/milan-games-mobility-forecast-gap-15
HTML Embed
<blockquote cite="https://lighthousedata.io/data/milan-games-mobility-forecast-gap-15" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15%</strong> -- mobility demand forecast variance for Milan shared mobility during 2026 Winter Games<br><small>Source: Switch (getswitch.io) (2026) · <a href="https://lighthousedata.io/data/milan-games-mobility-forecast-gap-15" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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