Competitive Positioning
Product-native capability comparison for pilot and evaluation conversations. Capability-based — no legal or commercial competitor claims.
Workflow Gap Coverage
Xin fills three workflow gaps that commonly co-exist in China research programs. Each gap is addressed by implemented, testable features.
| Workflow type | What it provides | What it lacks | Xin capability that fills the gap |
|---|---|---|---|
| Alert-only | Notifications when monitored content changes or matches a keyword | No versioned history, no structured extraction, no cite-able output | Versioned source monitoring · source-version-level citations · diff history |
| Structure-only | Extracted entities, facts, and relations from source content | No review quality gate — all extracted facts pass downstream unvetted | Accept/reject review workflow · accepted_only dossier policy · readiness status |
| Generic investigation | Broad research and collection across many domains and languages | Not optimized for China source hierarchy, CJK content, or official source trust levels | Layered China source registry · multilingual entity model · CJK-capable export |
Product Differentiators
Loading differentiators from /admin/demo/eval/packet…
Migration Notes — Common Displacement Paths
Lightweight, operator-actionable notes for the three most common displacement scenarios.
Loading migration notes…
Run the China Demo
Bootstrap 8 curated sources, 3 themed watchlists, and 1 demo dossier scaffold.
Walk the full flow: ingest → review → accepted-only dossier → export.