Freedom251 › AI Literature Review Software
ReviewBrewery
What ReviewBrewery is
ReviewBrewery is web software for systematic reviews and evidence synthesis in academic and professional research. Three AI models screen papers, with a tiebreaker for conflicts and human review of decisions. The system finds duplicate records across PubMed, Scopus, Web of Science, and Embase using fuzzy matching. Researchers can define extraction schemas and use AI to extract study data from full-text PDFs with citations and human verification. Risk-of-bias instruments include Cochrane ROB 2.0, the Newcastle-Ottawa Scale, and JBI checklists. Its meta-analysis workbench supports fixed- and random-effects analyses, pooling methods, subgroup and sensitivity analyses, and forest plots. ReviewBrewery generates PRISMA 2020 diagrams and checklists, with diagrams exportable as SVG or PNG. Imports include RIS, BibTeX, NBIB, and EndNote XML. Pro starts at $667 a year, billed $667/mo, and a free plan is available.
Who it suits
It suits academic and professional researchers conducting systematic reviews, especially teams needing AI screening, structured extraction, risk-of-bias tools, meta-analysis, and reviewer collaboration.
What it does well
- Uses three AI models for paper screening
- Extracts study data from full-text PDFs
- Supports established risk-of-bias instruments
- Includes meta-analysis and PRISMA reporting
- Exports numerous document and reference formats
What to know first
- Pro supports up to two reviewer seats
- Pro is billed $8,000 annually
- Team costs $1,250/mo billed annually
- Enterprise pricing is custom
Plans
| Plan | Billed and limits | Price |
|---|---|---|
| Team | $1,250/mo; $15,000 billed annually · Up to 10 reviewer seats · Advanced collaboration · Conflict resolution · Priority AI processing · Custom extraction schemas · Team analytics · Priority support | $15,000 a year |
| Pro | $667/mo; $8,000 billed annually · Up to 2 reviewer seats · AI screening · Data extraction · Risk of bias assessment · CSV & PDF export · PubMed integration · Email support | $8,000 a year |
| Enterprise | Custom; tailored to your organization · Unlimited seats · SSO / SAML · Custom integrations · On-premise deployment option · SLA guarantee · Advanced audit logging · Dedicated account manager | On request |
As reviewbrewery.app lists them, read 8 Oct 2026. The maker's own page has the final word.
Verdict
ReviewBrewery combines screening, extraction, bias assessment, meta-analysis, reporting, and collaboration in a research workflow. Its seat limits and annual billing structure matter when selecting a plan.
Facts from ReviewBrewery's own pages
- AI data use
- The security page says research data is never used to train AI models and is isolated between user accounts. · reviewbrewery.app, 8 Oct 2026
- AI screening
- Three AI models—GPT-4o, Claude Sonnet, and Gemini Flash—screen papers, with a tiebreaker for conflicts and human review of decisions. · reviewbrewery.app, 8 Oct 2026
- Collaboration
- Multiple reviewers can work simultaneously with role-based access, conflict resolution, and Cohen’s kappa inter-rater reliability metrics. · reviewbrewery.app, 8 Oct 2026
- Data deletion
- Users can export or delete research materials, and the security page says associated data is purged within 30 days after account deletion. · reviewbrewery.app, 8 Oct 2026
- Data extraction
- Users can define custom extraction schemas and use AI to extract study data from full-text PDFs, with source citations and human verification. · reviewbrewery.app, 8 Oct 2026
- Deduplication
- The software detects duplicate records across PubMed, Scopus, Web of Science, and Embase using fuzzy matching. · reviewbrewery.app, 8 Oct 2026
- Import and export
- Supported imports include RIS, BibTeX, NBIB, and EndNote XML; the page also lists CSV, PDF, and structured-format exports. · reviewbrewery.app, 8 Oct 2026
- Maker
- ReviewBrewery is operated by Distilly Inc.; its About page names Ronald Luo as founder. · reviewbrewery.app, 8 Oct 2026
- Meta-analysis
- The meta-analysis workbench supports fixed- and random-effects analyses, multiple pooling methods, subgroup and sensitivity analyses, and forest plots. · reviewbrewery.app, 8 Oct 2026
- PRISMA reporting
- ReviewBrewery generates PRISMA 2020 flow diagrams and checklists, with flow diagrams exportable as SVG or PNG. · reviewbrewery.app, 8 Oct 2026
- Purpose
- ReviewBrewery is AI-powered software for systematic reviews and evidence synthesis, intended for academic and professional research use. · reviewbrewery.app, 8 Oct 2026
- Risk of bias
- Risk-of-bias assessment supports instruments including Cochrane ROB 2.0, the Newcastle-Ottawa Scale, and JBI checklists. · reviewbrewery.app, 8 Oct 2026
- Security
- The security page states data is encrypted in transit with TLS 1.2+ and at rest with AES-256, and that hosting providers are SOC 2 compliant. · reviewbrewery.app, 8 Oct 2026
- Support
- The site lists email support for Pro, priority support for Team, and dedicated support for Enterprise. · reviewbrewery.app, 8 Oct 2026
Where ReviewBrewery stands on Freedom251
- AI Literature Review Software#22 of 38