Features
Autonomous literature search and summarization
Sandboxed secure execution environment (AIO Sandbox)
Transparent agent reasoning and source citation
Integration with LangChain DeepAgents for multi-step research workflows
Code execution for data analysis within sandbox
Personalized research assistant that learns user preferences
No-code query interface for non-programmers
Real-time collaboration on research projects
Versioned research history for reproducibility
Exportable reports and summaries in multiple formats
AI-moderated interviews in 40+ languages
Live interviews with automatic transcription and notes
Marvin Ask AI: natural language queries with cited answers
Centralized Knowledge Hub for all research data
Mixed-methods analysis in Analysis Studio
Automated reporting with highlight reels and video clips
30+ native integrations (Slack, Google Drive, etc.)
MCP server to push insights to Claude, ChatGPT, Copilot
Automatic PII blur and enterprise compliance
Topic subscriptions for automatic updates
Survey data import (.csv)
Unmoderated usability testing analysis (Dscout, Maze, UserTesting)
Support ticket import (Zendesk, Intercom)
Live Intercept for in-the-moment feedback (coming soon)
Sentiment and thematic analysis
