Lumina streamlines systematic review screening with AI-driven prioritization.

Lumina functions as a specialized platform for handling the screening phase of systematic reviews. Users can import citations, apply AI-based ranking to surface likely matches early, and record inclusion or exclusion decisions along with notes in a unified interface. The system also facilitates full-text retrieval for open-access articles and conflict resolution among multiple reviewers. Additional capabilities include automated deduplication during imports and generation of audit logs suitable for publication requirements. A separate free component allows creation of PRISMA flow diagrams from screening counts without requiring an account. The tool emphasizes transparency in its ranking process and integrates with common research workflows to reduce manual effort in organizing and reviewing literature.
Lumina helps researchers handle large citation sets by ranking records against inclusion criteria and enabling efficient title and abstract screening in a single queue.
Teams can perform independent reviews, track conflicts, and resolve disagreements directly in the platform while maintaining audit logs for transparency.
Users retrieve open-access PDFs automatically, screen side-by-side, and generate structured exports along with PRISMA flow diagrams without manual cleanup.
Pricing model: Freemium. Plan details are indicative — check the site for current prices.
Our take: Lumina is a solid research & data choice. It's valued for saves up to 130 hours of manual screening via active learning and immediate ranking from first paper with real-time updates. The main trade-off is ai provides assistance but does not auto-make include/exclude decisions. A good pick if you want capable AI without a high upfront cost.
Lumina is a systematic review screening tool that prioritizes papers, supports direct database imports, and manages screening decisions in one interface.
Lumina is a solid research & data choice. It's valued for saves up to 130 hours of manual screening via active learning and immediate ranking from first paper with real-time updates. The main trade-off is ai provides assistance but does not auto-make include/exclude decisions. A good pick if you want capable AI without a high upfront cost.
Verified reviews from the community shape this tool's rating.
Loading reviews…
Similar research & data tools worth comparing.