All use cases

DocuMark

DocuMark reframes AI detection for universities: students verify and disclose their own AI usage rather than being policed by unreliable detectors, giving educators clearer insight into authorship. Integrates with learning management systems.

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Duplicate Review Checker

IOP Publishing’s Duplicate Review Checker uses machine learning to find reviewer reports with significant content overlap — catching both reports reused across manuscripts and reports submitted under different reviewer names. Flagged reports (above a 60% similarity threshold) go…

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Dynamic Discovery

Silverchair’s Dynamic Discovery uses retrieval-augmented generation to connect researchers with relevant scholarly content through natural-language queries. It builds on the Oxford Academic AI Discovery Assistant, and shows why each source was selected along with relevance and access indicators.

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EasyJournal

Adam Hyde built two scholarly publishing platforms largely by “vibe coding” with Anthropic’s Claude: EasyJournal, a conventional system in the mould of OJS and Janeway, and Kotahi, a collaborative-first alternative with non-linear, communication-driven workflows.

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EditGPT

EditGPT packages generative AI copyediting prompts into clickable buttons — “Light Copyedit”, “Chicago Style” — and exports the result as a Word document with tracked changes.

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EditorialPilot

EditorialPilot (formerly AuthorPilot), from Integra, runs 40+ automated checks on submissions before they reach an editor: compliance gaps, journal scope screening configured per publisher, integrity signals (AI-generated text, paper-mill patterns, missing ethics declarations) and high-volume batch filtering.

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Elicit

Elicit is a literature review assistant: enter a research question and it returns papers with titles, abstracts and citation counts, filterable by keyword, date, study type and citations.

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