Extract
Convert public comments into normalized claims and speaker context.
Audit-readyStage 01
Civic deliberation infrastructure
Huddle
A neutral routing cockpit for public discussion: extract claims, detect tensions, map the graph, and assemble balanced rooms without hiding the reasoning trail.
Conflict graph
Participant nodes connect through claim edges, topic proximity, and tension weight.
Grouping rules preserve viewpoint diversity while lowering room volatility.
Routing order
Public recordLoad balancing docket
04Analysis stages
12Risk checks
03Balanced rooms
0.42Target risk
Visible process
From hearing record to balanced rooms
Huddle makes the route discoverable so facilitators can audit every major choice.
Map
Build a conflict graph that shows agreement, friction, and topic adjacency.
Audit-readyStage 02
Balance
Score pair risk, diversity, and bridge capacity before assigning groups.
Audit-readyStage 03