Impact Stories

How AI supported decision-making at the frontlines of citizen participation and consensus building. From implementation context to outcomes.

“
With plain AI transcription, you only organize 'what was said' after the fact. But because this runs in real-time, AI can be used to organize and deepen discussions.

↳ Project Core Loop (January 2026)

Partner
Digital Democracy 2030 (DD2030)
Challenge
The limits of application-based systems and the challenge of building trust for push-type support. Citizen-participatory policy discussions needed to cover diverse issues in limited time.
Solution
Accelerated question generation and response analysis with Cartographer, supporting issue visualization and consensus building. Real-time AI facilitation achieved both deepened discussion and improved efficiency.