Mash

About Mash

Mash is a Toronto-based Knowledge AI company founded in 2021. It builds knowledge agents for technical B2B revenue teams that need reliable product, customer and technical information while working active deals and supporting customers. The platform is designed for companies with complex or fast-changing products, where useful knowledge is often spread across Slack conversations, product documentation, CRM records, support tickets, meeting notes and internal wikis. Mash connects those sources and brings relevant answers into the places revenue teams already work, with Slack serving as a primary interface. Mash supports sales engineers, solutions architects, account executives, customer success teams, support teams, product and enablement leaders, and revenue operations. Its capabilities include answering questions in escalation channels, private research and fact checking, automated meeting preparation, knowledge gap diagnostics, continuous learning from company conversations, confidence-aware responses and Slack Connect support. A key part of Mash's approach is handling uncertainty. When the system does not have enough confidence to answer a question, it can flag the knowledge gap and route the issue to an appropriate expert rather than presenting an unsupported answer. Verified knowledge can then become useful to the wider team instead of remaining in one conversation or with one employee. Mash positions its software specifically for technical B2B revenue organizations rather than as a general company wiki or broad enterprise search product. Its published customer stories show the platform being used by teams at companies such as Rootly, Nevvon and Triple Whale to reduce repeated internal questions and make product knowledge easier to access during sales and customer conversations. The company is headquartered in Toronto, Ontario, Canada. Mash's own company information identifies it as a Knowledge AI Platform and SaaS business founded in 2021 with a team in the 11 to 50 employee range.

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