Knowledge Synthesis The last mile of enterprise search. Takes raw results from multiple sources and produces a coherent, trustworthy answer. The Goal Transform this: Into this: Deduplication Cross-Source Deduplication The same information often appears in multiple places. Identify and merge duplicates: Signals that results are about the same thing: - Same or very similar text content - Same author/sender - Timestamps within a short window (same day or adjacent days) - References to the same entity (project name, document, decision) - One source references another ("as discussed in chat", "per…