Marvin is a research and insights platform that centralizes customer knowledge, supports AI-assisted research workflows, and distributes insights across an organization. Marvin ingests data from calls, support tickets, surveys, and other feedback sources through 30+ native integrations and an Import API. All incoming data is organized into a searchable knowledge repository that gives teams and AI tools shared context about customers, competitors, brand, and market. The homepage is personalized with pinned projects, recently viewed files, and updates on followed topics. The workspace is organized by projects that keep customer data, research files, analysis, and insights together, preserving the full story from raw feedback to final deliverables. A company-wide library lets users browse published insights, join live sessions, and follow topics to receive updates. Users can ask questions in plain language and receive cited answers drawn from across the repository. AI-powered search locates specific transcript moments, notes, or reports. Every AI-generated answer links back to its original source. For new research collection, Marvin includes a built-in AI-moderated interviewer that can collect feedback on prototypes, in-product, or on a website. An AI notetaker joins live calls to transcribe and surface key insights. The AI-moderated interviewer, AI notetaker, and Live Intercept widget can be customized with company colors, templates, approved discussion guides, and brand voice. All AI interviews and recordings flow into Marvin automatically. Built-in analysis tools surface key themes, sentiment, and notable moments. The Video Analysis Studio auto-generates notes, redacts PII, analyzes responses by question, translates content in 40+ languages, and creates video clips and highlight reels. Findings can be turned into video clips, playlists, AI-generated presentations, and dynamic reports. Insights can be surfaced automatically in Slack, Microsoft Teams, and Salesforce, or queried from Claude, Figma Make, Cursor, and other AI tools via MCP.