Screen 5,000 papers in one evening.
Lumina ranks every citation against your inclusion criteria. You make every decision, with a complete audit trail from import to export.
Screen abstracts · Retrieve open-access PDFs
Prioritization without giving up the audit trail
Import RIS, CSV, or BibTeX records, let AI rank the queue against your criteria, and keep reviewer labels, notes, conflicts, and exports connected. Lumina guides attention; your research team makes every final decision.
Designed for modern research teams
Likely-relevant papers appear earlier while reviewer control and traceability remain visible.
Collaborative Review
Run independent double screening and resolve conflicts in the app.
Scholarly + Government Search
Search research databases and multilingual government grey literature, or upload RIS and CSV citations.
Full-Text PDFs
Automatically retrieve open-access articles or upload custom PDFs for full screening.
Accelerate your systematic review workflow
Import citations, prioritize likely matches, screen abstracts, and export structured decisions—all in one place.
Search scholarly databases and government grey literature together.
Stop bouncing between database portals and hard-to-find publication sites. Lumina searches scholarly sources and a curated government-publications bundle, then brings the records into the same review workflow.
- Scopus + 7 Supplementary Sources: Search Scopus, PubMed, OpenAlex, Europe PMC, arXiv, bioRxiv / medRxiv, OpenAIRE, and the bundled Government publications source.
- Multilingual Grey-Literature Discovery: Expand government searches across English, Dutch, German, French, and Spanish while keeping official provenance and a clear “not necessarily peer-reviewed” label.
- Automated Deduplication: Automatically detects and merges duplicate papers when pulling records across multiple databases.
- Flexible Fallbacks: Keep the option to upload standard RIS and CSV exports from EndNote, Zotero, or custom searches.
How Lumina compares to traditional tools
Most screening tools were built two decades ago. Lumina is designed to solve the modern researcher's bottlenecks with active learning, direct imports, and full transparency.
| Capability | Lumina | Traditional Tools |
|---|---|---|
| Immediate Ranking (No "Cold Start") Start screening sorted citations from paper #1. | Yes (Embeddings) | Requires 50+ screens |
| Direct Multi-Database Search Search and import citations directly in-app. | Scopus + 7 more | Manual RIS files only |
| Real-Time Prioritization Queue re-ranks instantly after each decision. | Every click | Static or batch runs |
| Full-Text PDF Integration Auto-crawl open-access PDFs & read side-by-side. | Auto-fetch & viewer | Manual upload only |
| Interactive AI Assistant Ask questions about study methods or results. | Pixel-Bot co-screener | None |
| AI Auditing & Publication Support Generate methodology audit logs for peer review. | PRISMA-trAIce logs | Black-box or none |
Planning the review before the citation pile arrives?
Use these guides to prepare searches, imports, stopping rules, and tool selection before screening begins.
How to Do a Systematic Review
Plan the review before thousands of records enter the queue.
Import from Scientific Databases
Move records from PubMed, Scopus, Web of Science, and more into screening.
When to Stop Screening
Choose a stopping strategy before reviewer time runs out.
Compare Review Tools
Pick the tool that fits your screening and export workflow.
Free tool
Already have the counts and just need the PRISMA diagram?
Turn identification, screening, and inclusion counts into a PRISMA 2020 flow diagram. No signup required.
Frequently Asked Questions
What is the best alternative to traditional systematic review software?
Lumina serves as a modern, AI-powered alternative to traditional screening tools. It connects to major databases, supports RIS and CSV imports, and ranks your screening queue so reviewers can focus attention on the records most likely to match their criteria.
Is Lumina an academic search engine?
Lumina is not a general academic search engine like Google Scholar. It is an evidence-search and review tool that brings scholarly records from sources such as PubMed, OpenAlex, Europe PMC, arXiv, bioRxiv/medRxiv, and OpenAIRE together with official government grey literature before screening.
Is Lumina an AI literature review tool?
Yes. Lumina helps with the screening stage of literature reviews and systematic reviews: importing citations, ranking titles and abstracts, supporting reviewer decisions, resolving conflicts, and exporting structured results for reporting.
Is Lumina Reviewer free?
The interactive demo and PRISMA 2020 flow diagram generator are free. You can create an empty project and import papers in a preview workspace. AI screening unlocks with a paid plan; current options are listed on the pricing page.
How does Lumina's active learning AI avoid the "cold start" delay?
Traditional active learning review tools require you to screen 50+ papers blindly before the AI starts ranking. Lumina solves this by converting your criteria and titles into semantic text embeddings immediately, giving you a prioritized, sorted abstract queue from paper #1.
Can I search databases and import citations directly into my project?
Yes. Lumina lets you keep Scopus in your workflow and search seven supplementary sources: PubMed, OpenAlex, Europe PMC, arXiv, bioRxiv/medRxiv, OpenAIRE, and a bundled Government publications source. Government queries can be expanded across English, Dutch, German, French, and Spanish. Results are combined and deduplicated, while grey literature remains clearly marked as not necessarily peer-reviewed.
Will the AI make inclusion or exclusion decisions automatically?
No. To ensure high methodological quality, human reviewers always retain complete control over all decisions. Lumina's active learning engine sorts the queue, and our Pixel-Bot co-screener provides on-demand explanations on tricky abstracts, but reviewers make the final Include or Exclude choices.
How does Lumina track counts for my PRISMA flow diagram?
Lumina logs identification, screening, exclusion reasons, and final inclusion counts throughout your review. You can generate a PRISMA 2020 flow diagram from those counts instead of rebuilding the numbers manually at the end.
Is my research data secure and GDPR-compliant?
Yes. All Lumina servers are hosted in Germany (EU) under strict GDPR data protection guidelines. Your unpublished review datasets, screening decisions, and uploaded PDF files are private, secure, and never used to train external commercial models.
Bring your citation export into one traceable screening queue.
Rank imported papers against your inclusion criteria, review the evidence, and keep control of every final decision.