Mash

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Mash is a Knowledge AI platform that provides always-on knowledge agents for B2B revenue teams. It integrates with Slack, CRM, product documentation, support tickets, knowledge bases, meeting notes, and 100+ other data sources, automatically learning from product announcements, customer stories, expert answers, and other tribal knowledge. When team members ask questions in Slack, Mash responds with high-confidence answers based on what it has learned; if it cannot answer confidently, it flags knowledge gaps and routes to the right expert, avoiding hallucinations. It also supports Slack Connect, enabling direct responses to customers and prospects. Through continuous learning from real work, Mash ensures knowledge never goes stale, helping revenue teams reduce context switching and accelerate deal wins and customer retention.