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Embarke
What Embarke is
Embarke creates audit-oriented research syntheses for medical writers, regulatory teams, and health technology assessment professionals. Its PRISMA 2020-aligned runs produce a structured report and flow diagram. The Calibrator estimates certainty for each finding against GRADE domains, with ratings marked as machine-estimated for human review. Risk-of-bias options include RoB 2, ROBINS-I, AMSTAR 2, and QUADAS-2, and reviewers can override suggested domain judgments.
Reports use Crossref and Retraction Watch DOI data to flag retracted papers and expressions of concern. A report export can include files, source and model details, prompt hashes, citation exports, and a SHA-256 manifest signature. Saved projects can rerun daily, weekly, or monthly and report changes to citations and retraction status. Embarke is available on the web or as an open-source stack deployed on a customer’s Kubernetes infrastructure. The free plan includes three PRISMA-light reviews monthly, unlimited Discover answers, Tier-1 sources, watermarked outputs, and no certainty ratings. Pricing is shown as a preview; self-serve checkout is not active, and Embarke directs prospective customers to contact it for early access.
Who it suits
Embarke suits medical writers, regulatory teams, and health technology assessment professionals who need structured research synthesis and audit-related outputs. Teams seeking repeatable project updates, risk-of-bias tools, or a self-hosted Kubernetes deployment may also find its features relevant.
What it does well
- Generates a structured report and flow diagram aligned with PRISMA 2020.
- Estimates finding certainty using GRADE domains, with human review labels.
- Offers four listed risk-of-bias methods with reviewer overrides.
- Flags retracted papers and expressions of concern in reports.
- Exports report materials with source, model, prompt, citation, and signature details.
- Schedules saved projects for daily, weekly, or monthly reruns.
What to know first
- Free plan limits PRISMA-light reviews to three per month.
- Free outputs are watermarked and have no certainty ratings.
- Self-serve checkout is not active; early access requires contacting Embarke.
- PRISMA-aligned synthesis does not provide prospective protocol registration or independent dual screening.
Limits
The free plan allows three PRISMA-light reviews per month, limits sources to Tier 1, watermarks outputs, and excludes certainty ratings. Paid-plan LLM usage is subject to fair-use quotas per tier.
Plans
| Plan | Billed and limits | Price |
|---|---|---|
| Free | 3 PRISMA-light reviews per month · unlimited Discover answers · Tier-1 sources only · watermarked outputs · no certainty ratings | Free |
| Business | billed monthly · Coming soon · up to 20 users · SSO · advanced audit and compliance reporting | $1,499 a month |
| Plus | billed monthly · Unlimited PRISMA-light reviews · Tier 1 + Tier 2 sources · audit log export | $39 a month |
| Team | billed monthly · Up to 5 users · shared workspace · role-based access · team-wide audit trail | $399 a month |
| Pro | billed monthly · Full PRISMA 2020 synthesis · risk-of-bias tools · living synthesis · scoping reviews · peer-review workflow | $99 a month |
| Enterprise | Coming soon · custom source integrations · on-premise / VPC deployment · Canadian data residency | On request |
As embarke.app lists them, read 8 Oct 2026. The maker's own page has the final word.
Getting started
- Visit https://www.embarke.app/.
- Choose the web version or consider the self-hosted stack for customer Kubernetes infrastructure.
- Use the free plan for up to three PRISMA-light reviews per month, or review paid plan options.
- Contact Embarke for early access because self-serve checkout is not active.
Verdict
Choose Embarke if you need research syntheses with structured reports, certainty estimates, risk-of-bias methods, and audit-focused exports. Its free tier is limited, and its AI-assisted PRISMA-aligned synthesis does not include prospective protocol registration or independent dual screening.
Questions
Is Embarke free?
Yes. The Free plan costs nothing and includes three PRISMA-light reviews per month and unlimited Discover answers.
Which platforms does Embarke support?
It is available on the web and as a self-hosted stack deployable on a customer’s Kubernetes infrastructure.
Does Embarke cite sources and check retractions?
Yes. It enriches cited DOI metadata through Crossref and Retraction Watch and flags retracted papers or expressions of concern in reports.
Does it support risk-of-bias assessment?
The methodology page lists RoB 2, ROBINS-I, AMSTAR 2, and QUADAS-2. Reviewers can override proposed domain judgments.
What are the limits of its PRISMA-aligned synthesis?
Embarke describes the synthesis as AI-assisted and says it does not provide prospective protocol registration or independent dual screening.
Facts from Embarke's own pages
- Certainty estimates
- The Calibrator estimates certainty per finding using GRADE domains, and labels the ratings machine-estimated for human review. · embarke.app, 8 Oct 2026
- Integrations
- The methodology page says cited DOI metadata is enriched through Crossref and Retraction Watch. · embarke.app, 8 Oct 2026
- Living synthesis
- Saved projects can be scheduled for daily, weekly, or monthly reruns that report citation and retraction-status changes. · embarke.app, 8 Oct 2026
- LLM usage
- The pricing page says LLM usage is included in paid plans, subject to fair-use quotas per tier. · embarke.app, 8 Oct 2026
- Methodology limitation
- Embarke says its PRISMA-aligned synthesis is AI-assisted and does not provide prospective protocol registration or independent dual screening. · embarke.app, 8 Oct 2026
- Pricing availability
- The pricing page calls pricing a preview and says self-serve checkout is not active yet; it directs users to contact Embarke for early access. · embarke.app, 8 Oct 2026
- PRISMA outputs
- Its PRISMA 2020-aligned runs generate a structured report and an automatically generated flow diagram. · embarke.app, 8 Oct 2026
- Reproducibility
- Reports can be exported with a ZIP containing report files, source and model details, prompt hashes, citation exports, and a SHA-256 manifest signature. · embarke.app, 8 Oct 2026
- Retraction checks
- Embarke enriches cited DOIs using Crossref and Retraction Watch, and flags retracted papers or expressions of concern in reports. · embarke.app, 8 Oct 2026
- Risk-of-bias tools
- The methodology page lists RoB 2, ROBINS-I, AMSTAR 2, and QUADAS-2, with reviewers able to override proposed domain judgments. · embarke.app, 8 Oct 2026
- Self-hosting
- The regulatory page says the open-source stack supports deployment on the customer’s own Kubernetes infrastructure. · embarke.app, 8 Oct 2026
- What it does
- Embarke produces audit-oriented research syntheses for medical writers, regulatory teams, and health technology assessment professionals. · embarke.app, 8 Oct 2026
Where Embarke stands on Freedom251
- AI Research Assistants#7 of 28