Follow a research question through the system.
System Architecture
Six paths explain how sources enter, get processed, and support updates and AI-assisted research.
From a source document to evidence-based research.
Six stages connect source ingestion, ongoing analysis, and result feedback.
This portfolio preserves the real business structure. AI is a selected workflow demonstration; full model integration belongs to the target architecture.
Implementation and capability limitsExpand details →
Sources and updates.Scheduled daily at 10:00, reusing completed calendar-week checks. Only new content continues into parsing and eligible trend updates. This view shows a typical workflow.
Charts and values.SourceFigure and Observation are stored separately. Charts without reliable labels produce no estimated points. Missing months remain empty, and incompatible statistical scopes are not joined.
AI research.The original local summarization and target conversational architecture are labeled separately. This portfolio uses fixed sources and cancellable demonstration answers without model requests.