Evidence-first retrieval and generation pipeline ensuring every service output is grounded in validated sources with full provenance tracking.
Technical architecture showing the internal processing stages, data flow, and integration points.
Multi-source evidence gathering from case files, regulatory databases, partner intelligence feeds, and historical records.
QRAG scoring algorithm evaluating source reliability, recency, relevance, and cross-validation status.
Full provenance chain generation linking every evidence item to its original source with timestamp and validation status.
Final quality gate blocking outputs with insufficient evidence confidence or unresolved provenance gaps.
Blocks outputs with insufficient evidence confidence