Juba — The Dossier

Juba is an investigative journalism platform that transforms scattered public records into actionable intelligence.

Core Capabilities

Knowledge Graph Construction — Automatically builds relationship networks from court documents, corporate filings, and news archives. Entities are disambiguated using named entity recognition and cross-referenced against multiple sources.

Force-Directed Visualization — Canvas-based graph rendering handles thousands of nodes at 60fps. Users can expand, collapse, and filter relationships by type, time period, or source credibility.

AI-Powered Research — Background jobs fetch and analyze new documents, extracting entities and relationships automatically. Multi-provider AI orchestration (Claude, GPT) ensures consistent extraction quality across document types.