UCloud Tech

Aug 31, 2026 · R&D Management

AstraFlow Xingtu Client: Automating Systematic Literature Reviews with Evidence Gates

The article demonstrates how the AstraFlow Xingtu client automates systematic literature reviews by generating database-specific queries, retrieving and deduplicating records, applying evidence gates to prevent premature conclusions, and delivering structured outputs including evidence matrices and Zotero-ready citations, with human oversight at critical decision points.