The AI Wins

Fast CompanySwing Left

Swing Left's Ground Truth uses LLM-powered voice-to-text app to mine voter conversations

3,000+ volunteers

3,000+ volunteers across 50+ House districts turned doorstep talks into searchable voter data

Swing Left's Ground Truth project has sent more than 3,000 volunteers to over 50 House districts in 23 states to hold open-ended "deep canvassing" conversations with voters of all leanings. Canvassers log voice-to-text recaps in an AI app, and organizers query the stored records in plain English to surface findings for campaigns.

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