Prototypes
SenseMap invites users to discover how individual stories connect to larger patterns with visualizations powered by D3.js. Using tags from qualitative coding to show how the voices in a collection of conversations connect, SenseMap unlocks a new kind of sensemaking output to help sensemakers tell their community’s story.
Exploring conversation health and dynamics using natural language processing and data visualization
Research
Uplifting the voices of Boston’s historically underheard
Pilots & Programs
An AI interface that turns raw conversation audio into interactive maps
Research
An auditable AI framework for tracing competing narratives across podcasts, conversations, and news
Research
Supporting decision makers in effective and efficient constituency-informed, AI-supported decision-making. Communicating how constituen...
Research
An LLM-Powered Framework for Analyzing Collective Idea Evolution and Voting Dynamics in Deliberative Assemblies
Research