Elicit

Overview

Elicit is an AI-powered research assistant built for scientists, academics, and evidence-driven professionals. It searches across millions of academic papers, extracts key claims, methodologies, and results, and presents them in structured, comparable formats. Beyond search, Elicit can extract data from papers into tables, summarise findings, and answer specific research questions by reasoning across the relevant literature — dramatically reducing the time spent reading and organising papers.

Best for

Best for
Researchers and analysts who need to navigate academic literature at scale

Use cases

• Find relevant academic papers by describing a research question rather than keywords
• Extract and compare key data points across dozens of papers in a structured table
• Summarise findings from a set of papers to identify trends and gaps
• Answer specific methodological or factual questions from the research literature

Notes

Why it matters

Academic research still runs on manual paper reading, which does not scale. Elicit is the leading example of using LLMs to change the fundamental unit of research consumption from ‘read a paper’ to ‘ask a question across the literature.‘

How teams use it in production

Start every literature review with an Elicit search to identify the key papers and extract their claims. Read full papers only for the most relevant results. Use the extraction tables to compare methodologies across studies side by side.

What to watch

Whether Elicit stays focused on academic research or expands into enterprise knowledge management. The same pattern of ‘extract structured answers from a corpus’ applies to legal documents, policy papers, and internal documentation.