Search and Collect
Connect directly to arXiv, OpenAlex, and Semantic Scholar. Ingest papers, review abstracts, and build paper collections.
Identify Research Gaps.
Backed by Evidence.
RGIS empowers PhD candidates, researchers, and labs to compile literature, run semantic theme analysis, and identify critical research gaps directly grounded in source documentation.
1-30Papers per RunBatch analysis capability
4Urgency Priority TiersCriticality classification
3Interactive ViewsCollect, Cluster, Pinpoint
Project: Clinical NLP Synthesis
Pipeline Ready
Ingested Sources (arXiv, OpenAlex)
Clinical Language Models and Efficiency Issues (2024)Synced
Attention Constraints in Medical Documentation (2025)Synced
Scaling Laws of Transformers in Clinical Domains (2026)Synced
3 documents analyzedLast synced 2m ago
Workflow
From Literature Search to Structured Gaps
RGIS automates the repetitive tasks of literature review, converting collections of unstructured documents into organized synthesis matrices.
Analyze with Structure
Run automated semantic groupings, scoring urgency indices, and tagging priority levels across all documents.
Review & Export Reports
Examine detailed score metrics, trace specific evidence citations, and download structured reports in Markdown.
Grounding & Trust
Designed for Rigorous Scientific Integrity
RGIS is designed to assist researcher workflows, not bypass them. We prioritize auditability and validation.
Evidence-First Grounding
Every suggested research gap is linked to specific sentences in academic sources. No hallucinations, only traceable observations.
Reviewer Control
RGIS acts as a discovery aid, framing findings as reviewable candidates. The researcher holds absolute edit and curation control.
Private Workspace
All analysis histories, uploaded PDFs, drafts, and generated matrix data are isolated per account with absolute exportability and deletion rights.