Research & Knowledge Work

Literature review, patent analysis, academic search, knowledge graphs, systematic reviews

6 tools selected.

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 […]

ResearchRabbit is a web-based literature discovery and citation mapping platform for academic researchers and students. It converts a small set of user-supplied papers into a visual, expandable network of related academic works. The tool targets the problem of manual, fragmented keyword searching across multiple disconnected databases. Users create collections, add seed papers, and the platform […]

Elicit is an AI-powered research assistant built by Elicit, Inc. It automates literature reviews, evidence synthesis, and structured data extraction for scientific research. The platform queries over 138 million academic papers and 545,000 clinical trials using semantic search and natural language processing. Users submit a natural language research question. Elicit retrieves relevant papers and screens […]