Rayyan

Rayyan is an AI-driven systematic review management platform designed for academic researchers, developed by Qatar Computing Research Institute and spun out as an independent US startup in 2020. Using active learning algorithms, it cuts literature screening time by up to 90%, serves more than 1 million researchers worldwide, and has been cited over 21,000 times, making it one of the most recognized screening tools in the field.

Core Capabilities

• Smart AI screening: the active learning algorithm starts learning your decision patterns after 50-100 records are screened, with a 5-star rating system predicting literature relevance
• ResearchPilot™ AI suite: AI Reviewer for automated bulk screening, AI Analyzer for on-demand deep analysis, and Auto Extraction to pull data from PDFs and fill forms automatically
• Collaboration and blinding: multi-user real-time collaboration, blind screening mode, and conflict resolution, with team task division and role-based permission management
• Mobile exclusive advantage: native iOS/Android apps support offline screening, so research advances anytime in spare moments
• Best-in-class deduplication: the automatic dedup feature is rated highest in accuracy and sensitivity, with 15+ import formats and integrations with mainstream reference managers
• PRISMA compliance: automatically generates PRISMA flow diagrams, supports the PICO framework and Risk of Bias assessment, meeting Cochrane systematic review standards

Use Cases Systematic reviews in medicine and health sciences, large-dataset literature screening (5,000-100,000 records), multidisciplinary collaboration teams, PhD dissertation literature reviews, and budget-constrained academic research. Especially suited to exploratory research that needs mobile work and fast iteration.

Unique Advantages Its AI screening technology leads Covidence's basic machine learning, with real-world tests showing 50-70% less reviewer workload. It is the only tool in its class with a mature mobile app that supports offline work, and the free version offers 3 active reviews with no time limit (competitor Covidence charges $3,000+ per review). The learning curve is the shortest around — new users are up and running within 1-2 hours.

Editor's Review Research Gold's 2026 comparative review noted that “for large reviews with 5,000+ records, Rayyan's AI can save weeks of screening time,” and in a BMC academic evaluation 100% of respondents said they would keep using it. The launch of ResearchPilot™ marks a strategic shift from “AI-assisted tool” to “AI-native platform.” Note that it focuses mainly on the screening stage — data extraction and quality assessment are comparatively weak — so it pairs well with tools like RevMan.