For analysts who need more than semantic search. Turn document collections, datasets, resolutions, reports, and transcripts into queryable, cited intelligence with graph context, grounded answers, briefing generation, and provenance-bound claims.
ARGUS turns policy and conflict corpora into queryable, cited intelligence. Unlike generic AI chat or generic RAG, ARGUS is designed around document types, institutional citation conventions, ontology extraction, and graph context. It helps analysts ask harder questions without losing the source trail.
| Feature | Generic AI Chat | Generic RAG | ARGUS |
|---|---|---|---|
| Persistent document corpora | — | ✓ | ✓ |
| UN document type awareness | — | — | ✓ |
| Structured citations (S/RES/...) | — | — | ✓ |
| Multilingual (6 UN languages) | partial | — | ✓ |
| Knowledge graph visualization | — | — | ✓ |
| Briefing generator (learnable) | — | — | ✓ |
| Multi-step agentic research | — | partial | ✓ |
| Web search grounding | — | — | ✓ |
| Institution-specific deployments | — | varies | ✓ |
Hybrid vector + keyword search with domain-tuned chunking. Preserves operative paragraph numbering in resolutions and legal documents. Multilingual embeddings across major working languages.
Multi-step AI agent that decomposes complex questions into sub-queries, searches your corpus from multiple angles, cross-references findings, identifies contradictions, and synthesizes structured briefs with citations.
Upload a document you've written. ARGUS learns your structure, tone, formatting. Generate new briefings in your house style. Templates: SITREP, Actor Mapping, Policy Brief, Timeline, Comparative Analysis.
Interactive force-directed graph of your corpus. Documents as nodes (colored by type, sized by length), edges as thematic similarity. Filter by type, date, region. Spot coverage gaps visually.
Distribution by type, source, date, language, region. Topic clustering. Entity frequency. Coverage timeline showing publication patterns and reporting gaps.
Toggle external search powered by Gemini + state-of-the-art web APIs. Supplement your corpus with live results when needed.
Open-source foundations. Self-hostable on major cloud providers. Designed for private corpora, branded deployments, sensitive archives, and institution-specific policy or conflict analysis workflows.