Sysrev
Sysrev is a data curation and systematic evidence review platform for researchers and collaborative teams.
What Sysrev is
Sysrev is a data curation and systematic evidence review platform for researchers and collaborative teams. Projects can handle PDFs, title-and-abstract pairs, plain text, or structured JSON, with support for screening and full-text analysis. Reviewers can extract Boolean, categorical, string, and tabular data. Records can be sourced through built-in PubMed and OpenAlex search, imported from RIS, BibTeX, EndNote XML, JSON, or Markdown files, or added as PDFs and PubMed IDs. Project data exports to EndNote XML, Excel, or Parquet. The Auto-labeler uses generative AI to suggest labels and provides a report for comparing automated suggestions with human labeling. Runs require project funds, with cost varying by record count, labels, content type, and model. Basic is free and includes unlimited public projects and reviewers. Premium costs $50 per member / month and includes private projects, analytics, Auto Labeler, and Group Labels. Premium and Enterprise users can access a REST API. Sysrev says customer data is encrypted at rest with AES-256 and AWS Key Management Service customer-managed keys.
Good
- Supports PDFs, text, JSON, and title-abstract pairs.
- Built-in search covers PubMed and OpenAlex.
- Exports include EndNote XML, Excel, and Parquet.
- Basic includes unlimited public projects and reviewers.
- AI suggestions can be compared with human labeling.
Watch out
- Imported records cannot be deduplicated.
- Auto-labeler runs require project funds.
- API access is for Premium and Enterprise users.
Who it suits
Sysrev suits researchers conducting systematic, scoping, or rapid reviews, including collaborative institutional teams. It may fit projects that need flexible record import, screening, and structured data extraction.
Verdict
Sysrev offers a free starting plan and tools for review workflows, data extraction, and export. Keep the lack of import deduplication and the separate funding requirement for AI labeling in mind.
Plans and prices
From Sysrev's own pricing page, checked 15 Oct 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Basic | Free | Unlimited public projects · Unlimited project reviewers · Free lifetime storage for public projects · Per month |
| Premium | $50 a month | Unlimited public projects · Unlimited private projects · Unlimited project reviewers · Sysrev Analytics · Sysrev Auto Labeler · Group Labels · Free lifetime storage for public and private projects · Per member / month |
| Enterprise | Priced on request | Everything in Premium · Priority support · Institutional SSO · Access provisioning · Invoice billing · Unique data sources · Customized feature development · Contracted expert reviewers · Contact Us |
The facts
Each one read from Sysrev's own pages, with the date it was checked.
What it does
- AI auto-labeler
- The Auto-labeler uses label definitions as generative-AI prompts and can process metadata or attached full-text PDFs.checked 15 Oct 2026
- AI data use
- Sysrev states that data sent to the Auto-labeler is not used for OpenAI model development or improvement.checked 15 Oct 2026
- AI review
- The Auto-labeler can suggest labels using generative AI, and its report lets users compare automated results with human labeling.checked 7 Oct 2026
- API
- Premium and Enterprise accounts receive API tokens for a REST API described by an OpenAPI specification with an interactive web interface.checked 15 Oct 2026
- Built-in search
- The service provides direct search and import from PubMed and OpenAlex.checked 15 Oct 2026
- Documentation depth
- The help center contains tutorials, workflow articles, API guidance, export specifications, role documentation and dated release notes.checked 15 Oct 2026
- Document types
- Projects can review PDFs, title and abstract pairs, plain text, or structured JSON.checked 7 Oct 2026
- Exports
- Project data can be exported as EndNote XML, Excel workbooks, Parquet files and bundled PDFs.checked 15 Oct 2026
- Funding and grants
- The U.S. SBIR profile lists Insilica LLC awards totaling $2,335,861, including a $1,014,776 SRVC-EHSR award.checked 15 Oct 2026
- Human review
- Reviewers can work singly or collaboratively, with blind review, single or double screening modes and conflict resolution.checked 15 Oct 2026
- Import formats
- Users can bulk import records using RIS, BibTeX, EndNote XML, JSON, or Markdown files, and can import PDFs or PubMed IDs.checked 7 Oct 2026
- Integrations
- External records can be imported through RIS or BibTeX files, and Zotero-compatible files can be handled through the Zotero translator.checked 15 Oct 2026
- Intended users
- The maker describes Sysrev as suitable for researchers conducting systematic, scoping, and rapid reviews, including collaborative institutional teams.checked 7 Oct 2026
- Labels
- Sysrev supports Boolean, categorical, string, and tabular data extraction.checked 7 Oct 2026
- Label types
- Projects support Boolean, categorical, string and more complex group or tabular labels.checked 15 Oct 2026
- Launch news
- Insilica announced Sysrev as a systematic-review platform in a PR Newswire release published in 2019.checked 15 Oct 2026
- Limit: deduplication
- Sysrev does not perform bibliographic deduplication, so users must deduplicate before importing or use another tool.checked 15 Oct 2026
- Limit: independent validation
- SaaSInspector reports that Sysrev has almost no presence on G2, Capterra or Trustpilot, making independent validation difficult.checked 15 Oct 2026
- Limit: PRISMA
- Sysrev does not automatically generate PRISMA flow diagrams because deduplication and review phases are not handled in one consolidated workflow.checked 15 Oct 2026
- Limit: source discovery
- SaaSInspector characterizes Sysrev as lacking general web search beyond its PubMed and OpenAlex options, requiring users to supply other documents.checked 15 Oct 2026
- Notable limit
- Sysrev does not support deduplication of imported records.checked 7 Oct 2026
Money
- AI cost and access
- Auto-labeler runs require project funds, and cost varies with the number of records, labels, content type, and model.checked 7 Oct 2026
The company
- Company ownership
- Sysrev is operated by privately held Insilica LLC.checked 15 Oct 2026
- Company profile
- LinkedIn lists Sysrev as a Bethesda, Maryland research-services company founded in 2017 with 2–10 employees.checked 15 Oct 2026
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