Causaly

AI platform for preclinical drug-discovery research.

BenchSci builds AI software for preclinical pharmaceutical R&D, helping scientists generate hypotheses, identify targets, and design experiments faster. Its platform reads and structures public scientific literature plus a customer's proprietary data into a Biological Evidence Knowledge Graph that scientists query in natural language. Its newer EMET agentic research environment chains domain-specific scientific tools, alongside the established ASCEND disease-biology platform used across major pharma.

AI agents that automate scientific literature research and discovery.

FutureHouse is a nonprofit AI-for-science lab building AI agents that automate steps of the research process. Its free FutureHouse Platform exposes specialized agents — including Crow, Falcon, Owl, and Phoenix — for literature search, synthesis, and chemistry, plus Kosmos, an 'AI Scientist' that runs autonomous multi-step analyses. The agents are available through a web app and an open API.

AI research assistant: search, read, and review the literature.

AI workspace for academics that searches a corpus of 280M+ papers, runs literature reviews, and answers questions over PDFs with citations. Adds writing aids like a paraphraser and citation generator. Formerly Typeset.io; introduced agentic 'Deep Review' literature search in 2025. Free Basic tier with paid upgrades.

AI search over 200M+ peer-reviewed papers, with citations.

An academic search engine that runs natural-language questions against a corpus of more than 200 million peer-reviewed papers and synthesizes the findings with inline citations. Its Consensus Meter aggregates how much the studies agree or disagree, and a copilot helps draft literature reviews. Aimed at researchers, students, and clinicians.