ASReview alternative
An ASReview alternative for browser-based AI systematic review screening
Lumina Reviewer helps teams move from citation import to AI-prioritized title and abstract screening, reviewer decisions, conflict resolution, and PRISMA-ready reporting in one web workflow.
Choose Lumina when you need
- No-code setup: start screening in the browser without installing Python packages or managing local project files.
- Team review: track reviewer labels, notes, conflicts, and resolution steps in one shared workspace.
- Flexible imports: upload RIS and CSV files or search supported scientific databases directly.
- PRISMA-ready outputs: keep decision exports and flow-diagram counts connected to your screening work.
Lumina Reviewer vs ASReview
ASReview is widely known for active-learning screening workflows. Lumina is built for researchers who want AI-assisted prioritization in a hosted review workspace with imports, reviewer decisions, and reporting outputs connected from the start.
| Need | ASReview fit | Lumina Reviewer fit |
|---|---|---|
| Active learning workflow | Strong fit for teams comfortable with active-learning screening concepts. | AI-prioritized screening in a browser workspace designed for review teams and non-technical users. |
| Setup and onboarding | Often fits users who are comfortable with local tooling or a specialized screening setup. | Runs in the browser with account-based projects, imports, demo data, and guided review workflows. |
| Reviewer collaboration | Useful for screening prioritization workflows. | Supports reviewer decisions, notes, conflicts, resolution steps, and project-level audit history. |
| Imports and search | Commonly used with exported citation files. | Supports RIS/CSV imports plus direct scientific database search for moving records into review projects. |
| Reporting | May require separate downstream reporting steps. | Keeps screening decisions and PRISMA-ready counts connected to exports and diagrams. |
Best Review Tools
Compare systematic review software options before choosing a workflow.
RIS Import Guide
Move records from databases and reference managers into screening.
PRISMA Generator
Create a free PRISMA 2020 flow diagram online.
Try Lumina with sample systematic review data
Open the demo to see how AI ranking, reviewer decisions, and PRISMA-ready tracking fit together before importing your own records.
Open demo