GibCom
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

GibCom is an AI-native organizational memory and intelligence platform designed to help companies remember, understand and learn from everything that happens within their organization. Companies generate enormous amounts of knowledge across conversations, documents, meetings, projects, emails and decisions. However, this knowledge remains fragmented across disconnected tools. When employees leave, projects change ownership, or important decisions need to be revisited, organizations often lose the context behind their work and end up solving the same problems repeatedly. GibCom addresses this problem by transforming fragmented organizational information into connected, persistent institutional memory. It organizes knowledge across seven dimensions: people, processes, decisions, relationships, projects, experiences and time. Unlike conventional enterprise search or document-based chatbots, GibCom aims to understand relationships between information and reconstruct organizational context. For example, instead of simply retrieving a lost-deal report, it can connect customer requirements, sales conversations, pricing discussions, internal decisions and outcomes to explain why a deal was lost. The platform combines automatic knowledge extraction with explicit employee contributions through its Teach Brain capability. Its intelligence layer uses structured memories, knowledge relationships, semantic retrieval, and evidence-backed reasoning to answer organizational questions. Our long-term vision is to evolve GibCom into an intelligent operating layer for organizations: one that preserves institutional knowledge, identifies patterns, supports decisions and eventually helps teams execute workflows. Our belief: An organization should never have to start learning from scratch.