Public Sensemaking

Public Sensemaking extends Harmonica's conversation pipeline into published civic infrastructure — turning session outputs into public-facing, navigable knowledge assets that communities and organizations can explore and act on.

The full pipeline: Collect (AI-facilitated conversations via web, Telegram, or messaging apps) → Extract (automated structured data from transcripts) → Visualize (interactive dashboards and result visualization plugins) → Document (public knowledge bases) → Share (open datasets and reports).

Cross-pollination — sharing synthesized perspectives between groups — bridges divides through structured exposure to diverse reasoning rather than debate.

Use cases include civic engagement for political campaigns, multilingual stakeholder consultation, governance mapping, and community sensemaking at scale. Organizations deploy reusable session templates without needing to build the methodology from scratch.