We Built an AI That Remembers Everything Your Team Forgets

An AI system called ECHO was developed to transform Slack chaos into a living Knowledge Graph, addressing team forgetfulness. It uses LLMs for entity extraction, builds relationships into a graph, and applies temporal decay to maintain the relevance of team expertise.