Rayyan is a cloud-based research collaboration platform built for literature reviews, scoping reviews, systematic reviews, and meta-analyses. Conducting evidence synthesis by hand means processing thousands of citations across spreadsheets and reference managers, a process that consumes hundreds of hours and introduces error and reviewer bias. Rayyan centralizes that pipeline into a single web-based workspace built […]
Research & Knowledge Work
Literature review, patent analysis, academic search, knowledge graphs, systematic reviews
12 tools selected.
Scite is an AI-powered research platform built to help researchers, students, authors, and institutions evaluate scholarly literature. Instead of counting how often a paper has been cited, it shows whether later studies actually supported, contradicted, or simply mentioned that paper’s findings. Traditional citation counts tell you volume, not validity. That leaves researchers exposed to disputed […]
SciSpace, formerly known as Typeset, is an AI research platform built by PubGenius Inc. It combines paper search, PDF reading tools, and academic writing assistants in a single workspace, aimed at researchers, students, and R&D teams working through dense scientific literature. The platform’s core tool is an AI Copilot built into its PDF reader. Users […]
Litmaps is a literature review and citation mapping platform built for researchers, students, and industry professionals who need to discover and track scientific papers. Instead of relying only on keyword search, it uses citation networks to connect related articles, addressing a common problem with traditional academic search: relevant papers get missed when terminology varies across […]
Scholarcy is an AI-powered article summarizer built for academic research and literature reviews. It converts long texts, book chapters, and YouTube videos into structured summary flashcards. The tool is made by Scholarcy Limited, a company registered in England and Wales. The main problem it addresses is information overload during literature reviews. Researchers and students often […]
Iris.ai is an enterprise AI development and operations platform built around Agentic RAG (retrieval-augmented generation) workflows. It structures unstructured enterprise data, such as PDFs, contracts, scientific literature, charts, and tables, into a machine-readable knowledge base that grounds generative AI outputs in verified internal facts. The platform is organized into three product modules. Axion handles data […]
PatSnap is an AI-powered innovation intelligence platform that connects patent data with R&D, market, and commercial insights. It aggregates global patents, academic literature, clinical trials, regulatory filings, and company profiles. Organizations use it to analyze technology landscapes, evaluate competitors, and support innovation decisions. The platform targets a core problem in IP research: fragmented data spread […]
IPRally is an AI-powered patent search platform built for IP professionals, patent attorneys and R&D teams. It targets prior art searching, invalidity analysis, freedom-to-operate screening and technology landscaping. The tool is made by IPRally Technologies Oy, based in Helsinki, Finland. Instead of relying on Boolean strings and classification codes, IPRally uses Graph Neural Networks to […]
Consensus is an AI powered academic search engine built by the company Consensus. It helps researchers, students, and clinicians search, understand, and organize scientific literature. The company states it searches more than 220 million peer reviewed papers. Instead of manually reviewing databases, users type research questions in plain language and receive synthesized answers with citations. […]
Semantic Scholar is a free, AI-powered research search engine built for scientific literature. It is developed and hosted by the Allen Institute for AI (Ai2), a non-profit organization. The platform indexes 236,121,699 papers gathered through publisher partnerships, web crawls, and data providers. The tool is designed to address literature overload, a problem where researchers must […]