← Explore Research Questions Research Question

What standardized methods can we easily teach participants in self-led groups on how best to capture the relevant information?

Related Goals

Distilled and aggregated content that is integrated effectively into the process.

Actionable and standardized best practices for aggregation and distillation within deliberative processes.

Related Capabilities

Aggregate perspectives

Representativeness

Ability to aggregate votes and distill more complex forms of open-ended input into outputs and decisions, in fair and understandable ways, such that participants feel their contributions are meaningfully taken into account (and can ideally see how).

Related Existing Resources

Dembrane

A web-based platform that turns unstructured dialogue into actionable plans and policies in real time, enabling organizations to capture input from 2 to 5,000+ participants simultaneously through audio and text recording. Conversations are automatically transcribed and analyzed using AI, providin...

DeliberAIde

An AI-powered platform facilitating inclusive democratic dialogue through three stages: ‘Discuss’ (capturing conversations in-person, online, or hybrid with real-time transcription in 100+ languages); ‘Analyze’ (extracting key ideas, clustering themes, providing interactive visualization), and ‘R...

Psi

An AI-powered collective intelligence platform enabling organizations to gain insights from real-time conversations with hundreds or thousands of participants in less than one hour. The platform combines human dialogue with AI to extract meaningful insights, achieving results up to 333x faster th...

Cortico Conversation Library

A nonprofit platform amplifying underheard voices through community conversations, following a three-step process: organizing small-group conversations with recorded stories, using human-led analysis supported by AI tools for sensemaking, and creating media outputs incorporating actual voices. Th...