All use cases

eLife Pathways

eLife Pathways is eLife’s open-publishing-infrastructure initiative (backed by a £2.4m Wellcome investment), building on its publish-review-curate model toward modular publishing — separating a paper into parts so both humans and machines can link between them, with different composed…

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Eliza

Eliza, from World Brain Scholar, assists both sides of peer review: reviewers get content analysis, bibliographical insights and phrasing suggestions; editors get executive summaries of manuscripts and reviewer comments, plus direct manuscript querying. Demo: https://www.youtube.com/watch?v=pEoFhas_ZdQ

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Elysia

Elysia is Informa’s homegrown AI assistant, embedded in its Annual Review Hub for investors. It’s trained on 20+ years of annual reports, the full sustainability report archive and latest announcements, and answers free-form questions alongside suggested prompts.

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Enago Read

Enago Read is a research assistant for literature review: summaries, key insights, real-time Q&A through its Copilot, and discovery of related literature from a large database.

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Ethicality

Ethicality is MDPI’s submission-screening tool, in testing as of late 2024, for identifying AI-generated publications, self-citation and unrelated references.

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Explore Literature

Explore Literature, from GlobalCampus, is a semantic search tool matching on article content rather than citations, journal names or keywords — useful when entering a new field or when peers use different terminology.

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FigureTwo

FigureTwo builds web-native scientific figures that are data-connected, accessible and FAIR-compliant rather than static images. Authors upload a dataset and build interactive charts (scatter, regression, etc.); readers can explore individual data points, jump between the chart and the…

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