Tools built for discovery

AI agents process massive source collections. Journalists direct inquiries, verify findings, and apply editorial judgment.

Chat

Lets journalists and readers ask questions in natural language. Answers are always grounded in original sources, with citations that link directly to the exact page, paragraph, or timestamp.

Engage in dynamic conversations with your files. Follow up, dig deeper, ask for clarification. The AI maintains context throughout, enabling deeper exploration.

  • Answers always grounded in original sources
  • Citations link directly to source material
  • Dynamic conversations with full context
  • Fast, Thinking, and Pro modes for flexibility
Chat Interface

Deep Research

Surfaces newsworthy information in any large trove of documents. Find minnows in oceans using hybrid search (semantic + keyword), freshness ranking, and query rewrite.

SOTA AI search with proprietary algorithms to semantically match against individual sections of text accurately. Summarize entire collections of unlimited size.

  • Hybrid search: semantic + keyword
  • SOTA document understanding
  • Comprehensive summarization at any scale
  • Freshness ranking and query rewrite
Deep Research Interface

Build + Manage

Our Media Lakehouse architecture allows all components to scale on demand. Process 20,000+ files with video, audio, text, and images living in one index with full context.

Need help? Our team can curate custom collections for your organization, handling the heavy lifting so you can focus on discovery. Enterprise ready with SSO, data security, and governance.

  • Unlimited capacity (20,000+ files tested)
  • Multimedia first: video, audio, text, images
  • White-glove collection curation available
  • Enterprise ready: SSO, security, governance
  • Full REST API with comprehensive docs
Collection Manager