Ripple Mapping Tool

It uses Natural Language Processing and Machine Learning to collect participant stories and draw connections between the people, places, and things within those stories. The resulting story graphs are presented through a responsive visual interface that reveals how one thing leads to another.

The information that the story graphs reveal is useful to three primary groups:

• Organizers (of events, programs, conferences, etc.): it helps them understand what types of conditions yield the richest connections and interactions, which in turn will generate the most lasting outcomes
• Participants: it shows them what opportunities for continued engagement grew out of an initial experience that they had – for example, someone who attends a conference learns through the Ripple Mapping Tool that a new fellowship program grew out of one of the workshops they attended and they decide to apply for that fellowship.
• Funders: it demonstrates the exponential impact of a single grant or award and provides more nuanced, longitudinal metrics for understanding how change happens.