Enterprise

The Rayyan Enterprise Advantage

In the fast-paced world of research, being first to report makes all the difference --whether you are seeking to publish, patent, commercialize or secure funding for new research. Get the Rayyan Enterprise advantage and lead the race from evidence to impact with integrity.

Why Organizations choose Rayyan

"We find the Rayyan software brilliant."
‍ - Senior Research Executive, Institut National de la Santé et de la Recherche Médicale (INSERM)

Trusted by researchers at the world’s leading research organizations.

Platform and Capabilities

One collaboration platform for the complete systematic review workflow

From import and deduplication to screening, extraction, appraisal and PRISMA, every stage in one auditable workspace, with AI and human collaboration built-in.

Regulatory Compliant

One-click PRISMA 2020 flow diagrams, evidence funnels, and complete audit trails for every decision.

#1 Ranked Deduplication

Industry-leading accuracy and sensitivity, with enterprise auto-resolve rule sets for reproducible results.

AI-Assisted Screening

Explainable rankings, blind decisions, keyboard flows, and bulk actions that cut screening time by up to 90%.

Full Text & PDF Auto-Match

Bulk upload PDFs, auto-match to records, and screen full texts with OCR-ready support.

Data Extraction

Custom tables and forms, required fields, structured answers from PDFs, and Excel/CSV export.

Critical Appraisal

Assess Risk of Bias using a wide array of built-in critical appraisal tools.
Purpose-built AI with researcher oversight.

Rayyan Enterprise with ResearchPilot™ accelerates screening, analysis, and extraction while keeping your researchers in control of every decision; transparent, auditable, explainable and reproducible.

Enterprise-grade security your IT team will approve

Secure Authentication

SAML 2.0 and OAuth with MFA. Auto-provision researchers with your identity provider.

Privacy & Security

HIPAA & GDPR compliant with SOC2 controls, full data encryption in transit and at rest.

Data Ownership

Enterprise-wide research data retention, portability and residency.

Solutions by Organization

Explore Rayyan for pharma, medical devices, CROs, universities, healthcare, government, and HTA.

PHARMA & BIOTECH

Regulatory-grade evidence for submissions, pharmacovigilance, CERs, and global value dossiers; with defensible audit trails.

CROS

Deliver faster for every client. Systematize methods across projects, divide screening work, and report progress in real time.

UNIVERSITIES

Institution-wide access. Auto-provision researchers with SSO, support them with training, and report on research output.

HEALTHCARE SYSTEMS

Evidence-based practice. Guideline development, quality improvement, and clinical decision-making, on desktop and mobile.

GOVERNMENT & HTA

Policy backed by evidence: HTAs & HEORs with the evidence policy-makers, decision-makers, and regulators demand.

MEDICAL DEVICES

Clinical evaluation, simplified. Literature reviews for CERs and post-market surveillance under MDR and global frameworks.

Connect Rayyan with your research infrastructure. Full API access lets your teams connect Rayyan with research systems, data sources, and reporting infrastructure, governed by roles, tokens, and throttling controls.

THE ENTERPRISE ADVANTAGE

Accelerate research enterprise-wide by 50–90%.
Reduce months and weeks to hours—across every team, on every review.