Deep Research: 6-Stage Async Pipeline
Combine Perplexity web search, Hybrid RAG, Graph RAG, Knowledge Graph reasoning, and TRACE-scored AI synthesis into a single governed research pipeline. Every source attributed, every claim scored.
The Research Pipeline
Six stages from query to evidence-backed research
Web Search
Perplexity-powered web search retrieves the latest regulatory guidance, enforcement actions, and industry analysis.
RAG Retrieval
Hybrid RAG combines vector search and Graph RAG to surface relevant documents, precedents, and internal knowledge.
Knowledge Graph Reasoning
Graph RAG traverses entity relationships to find connections that vector search misses. Cross-framework insights emerge.
AI Reasoning & Scoring
The LLM synthesizes all sources with CERI governance constraints. TRACE scores every claim. Evidence chains are recorded.
Deep Research Capabilities
Multi-source intelligence with full governance
Perplexity Web Search
Real-time web search powered by Perplexity retrieves current regulatory updates, enforcement actions, and guidance documents.
Hybrid RAG
Combines dense vector retrieval with sparse keyword matching for maximum recall across your document corpus.
Graph RAG
Traverses the Knowledge Graph to find entity relationships and cross-framework connections that pure vector search misses.
6-Stage Pipeline
Async execution across web search, RAG, KG reasoning, LLM synthesis, TRACE scoring, and evidence recording. Full transparency at every stage.
Source Attribution
Every claim in the research output is linked to its source: web URL, document chunk, or Knowledge Graph entity. Full traceability.
Async Execution
Deep Research runs asynchronously. Submit a query and receive a notification when the full research report is ready.
136days until enforcement
Run Your First Deep Research
Submit a governance question and see the full 6-stage pipeline in action.