All use cases

T-Rex

T-Rex is Springer Nature’s recommender for rejected manuscripts: it suggests suitable alternative journals to support transfer and resubmission rather than losing the author entirely.

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TIB AIssistant

The TIB AIssistant, from the Leibniz Information Centre for Science and Technology, supports the full research lifecycle: LLMs, knowledge graphs and external scholarly tools in a modular orchestration framework governed by a Model-Context Protocol, with RAG and a…

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TollBit

TollBit is a two-sided marketplace between publishers and AI companies: publishers monitor and monetise AI bot traffic, AI companies license verified content at market rates — without the long, human-intensive bespoke deal process.

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Undermind

Undermind is a research assistant that emulates how a careful human researcher works: it reads and analyses hundreds of papers autonomously, adapting its search strategy recursively as it learns what’s relevant.

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Veracity

Veracity for Publishing, from Grounded AI, is a fact-checking and content verification system for editors, reviewers and authors. It works as a “reviewer zero”, catching unresolved citations, unsupported claims, suspicious patterns and citation misuse before peer review starts.

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VeriMe

VeriMe is a global digital identity verification service for researchers, run as a limited cooperative association — tackling the identity fraud that underpins reviewer fraud and paper mills, with a governance model that isn’t a commercial black box.

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