Independently verified against live vendor data on Sep 30, 2026.
Transparency
Mostly Public
Contract
Monthly or Annual
Data training
Not Disclosed
Human in loop
Required
Capabilities
systematic-reviewliterature-reviewcitationsdata-analysis
Pros & Limitations
Editorial assessmentPros
- ✓A usable free plan with duplicate detection and AI relevance predictions, and paid seats from $4.99/mo billed annually.
- ✓Covers the whole screening workflow in one place: import, duplicates, blind screening, full-text review, data extraction, risk of bias and PRISMA diagrams.
- ✓Rayyan says it is used by more than 1 million researchers at more than 30,000 institutions, and it offers iOS and Android apps that screen offline.
Limitations
- –It screens references a team has already gathered; it does not search literature databases for them.
- –ResearchPilot's AI Reviewer starts on the Business/Academic plan at $2,500 a year for 5 licenses, and the API and SSO need the custom-priced Enterprise plan.
- –A thin independent review record: no G2 reviews and 3.6 stars from 240 reviews on Google Play, and SOC 2 Type II and ISO 27001 are shown as engagements rather than completed certifications.
Technical Details
Deployment
webmobile
Model architectureOpenAI models deployed on Microsoft Azure AI Foundry for AI features (per Rayyan's subprocessor list), plus Rayyan's duplicate detection and relevance prediction
Avg setup timeFree sign-up with no credit card; no published setup time
Autonomous rateResearchPilot's AI Reviewer screens every article against the review's criteria as a team member and records a reason for each decision; the AI Analyzer only recommends decisions for reviewers to accept. On other plans, duplicate detection and relevance predictions assist human screeners, who make all decisions. No accuracy rate is published by Rayyan.
Integrations
RISBibTeXEndNotePubMedRayyan APIPython SDK
Security
GDPRHIPAA
Similar agents
Industries
PharmaHealthcare
Built for
Enterprise
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