Live Impact Metrics

Observations
Assessment Coverage
Action Taken Rate
(from verified assessments)
AI Agreement Rate
(from verified assessments)

Observations by Hazard Type

Dashboard Consultation

Page Views
Unique Visitors
Avg. Engagement (s)
Views (24h)

AI-Powered Trend Analysis

Generating AI analysis...

Manual Observation (Supplementary)

Primary data comes from app-verified room assessments. Manual observations are supplementary and clearly marked.

Community Observations

Methodology Note

Data collection & transparency

Anonymous, open proof-of-concept. No images, locations, or personal data stored. Self-reported and exploratory — not peer-reviewed research.

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