All use cases

Ai2 Paper Finder

Ai2 Paper Finder imitates how researchers actually search: breaking a query down, following citations, evaluating relevance and iterating. Natural-language queries run through LLMs, citation tracking and semantic analysis to find papers — including obscure ones keyword search misses.

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Alchemist Review

Alchemist Review, from Hum and Grounded AI, assists editors and reviewers with deep manuscript analysis, citation validation and an interactive chatbot. IOP Publishing has expanded its agreement to scale the tool across most of its proprietary journal portfolio,…

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Arpi

Arpi is Springer Nature’s editorial assistant for automating manuscript quality checks — formatting, compliance and ethical issues — flagging problems before review.

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Ask AI

Ask AI is Harvard Business Review’s conversational interface to its article archive: natural-language questions, tailored answers and recommendations drawn from HBR content.

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