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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The Replication Engine

The Replication Engine is an agentic system designed to automate parts of the process of checking whether the quantitative results reported in scientific papers can be reproduced from the authors’ code and data. Given a paper and its…

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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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