Ivory Mind (formerly Coral AI) vs Outset

Ivory Mind, formerly known as Coral AI, is an AI document assistant for uploading PDFs, Word files, presentations, audio, and video, then asking questions and getting cited answers. Every response includes clickable page-number or timestamp references so you can verify the source.

You can chat with individual files or bulk-upload your library and search across 100+ documents in one conversation. The platform supports 20+ file types, OCR for scanned PDFs and handwriting, audio and video transcription, and content generation from your source materials.

Ivory Mind is trusted by over 500,000 researchers, academics, and professionals. The free plan includes 2 file uploads; the Executive plan at $12 per month (billed yearly) adds unlimited uploads, bulk chat, and 150 audio or video transcriptions per month.

Outset runs qualitative interviews at survey scale with an AI moderator that listens, watches, and probes in real time. You build a guide, recruit participants or import your own list, and the platform fields hundreds of parallel video, voice, or text sessions. It then synthesizes themes, quotes, highlight reels, and exportable reports without manual tagging.

Survey tools capture what people remember. Traditional qual interviews go deep but cap out at a dozen sessions. Outset targets the gap: dynamic probing tied to audio and visual cues, plus instant synthesis so teams close the say-do gap faster. It also ships Co-Design for real-time concept iteration inside live interviews, which most async survey or transcript-only tools do not bundle in one workflow.

Market researchers, UX researchers, and consumer insights teams at companies like Microsoft, HubSpot, Glassdoor, and Nestle use Outset for concept testing, persona work, brand studies, and usability tests. The platform reports 500,000+ interview hours, 10,000+ studies, and access to 1.1 billion possible participants across 85+ countries with support for 40+ interview languages.