Live insights

Citywide accessibility, crowdsourced & machine verified.

Every glowing pin is a citizen report that cleared the AWS + GPT trust layer. Zoom into neighborhoods, inspect confidence scores, and pull supporting imagery when evidence matters most.

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342 Live markers

88% Avg. confidence

14 Hotspot clusters

Cluster surge Transit corridor

6 new reports in the past hour

Review queue Accessibility audit 4 mismatched descriptions flagged

Map console

Live accessibility map

Click a marker to view the citizen description, Rekognition tags, GPT verdict, and download the image for rapid evidence collection.

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