Bring insights into every decision

Marvin supports a wide range of data: audio, video, documents, Excel, PowerPoint, PDFs, images with text, and both quantitative and qualitative surveys. All these formats can be uploaded and analyzed, enabling teams to surface trends and themes across any research type.

Insight reports are working documents where users compile findings and add video clips, notes, charts, and more. Reports can be published to your Knowledge Hub, making them accessible to anyone with viewer access. Marvin can automatically generate PowerPoint-style presentations and audio summaries for each insight, making it easy to share and digest findings. Reports and insights can then be shared via links, downloaded as PDFs, pushed to Slack/email channels, or accessed through integrations with Salesforce and Figma.

Yes, viewers can comment on insights, tag others, start comment threads, and ask follow-up questions directly within the platform. Viewers can also track specific topics and receive notifications when new insights are published on those topics through Topic Subscriptions.

Every AI-generated answer includes direct citations to the original data, allowing users to validate the information and avoid hallucinations.

Users and viewers can ask natural language questions across all uploaded data (interviews, surveys, support tickets, notes, etc.). Marvin's AI will generate an answer, always providing direct citations to the original source (e.g., transcript, note, survey) so users can verify accuracy. For example, if you ask, “What are customers saying about onboarding?” Marvin will search across all selected data sources and timeframes, then summarize key points and cite sources. Users can click citations to jump directly to the original context.