Product updates

File uploads now run in the background so you can keep working in Marvin without waiting. Upload multiple files together and track progress, pause, resume, or retry uploads from the new manager. Access new files as soon as they’re processed.

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Trace every insight you see in an MCP answer to its source in Marvin. In-line citations take you to the exact clip or line in the source document, so you can verify information and explore further context in Marvin.

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Explore the redesigned Marvin experience, built to help you find and conduct research faster. The cleaner interface, smarter navigation, and personalized Home page is now live for everyone and the default when you log in. Until June 25, you can toggle between the new and old experience to get used to the changes.

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Ask AI now lets you filter by participant and Salesforce properties before asking a question, so insights are pulled only from the segments relevant to your query. Connect research to the right customer context with Ask AI.

Pick topics and keywords to track across projects, and receive a weekly digest in Marvin, any Slack channel, or to your personal Slack DM. Automatically surface trends when you set up your own custom reports under My Topics. Or let Marvin auto-generate briefings on recurring themes your whole team can see.