Nested Knowledge provides AutoLit and Synthesis, tools that facilitate the systematic review process for clinical researchers by automating literature search, data extraction, and critical appraisal. This platform enables users to efficiently visualize and share insights from both qualitative and quantitative analyses, addressing the challenges of data synthesis in medical research.
Funding
$3.9M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.

Founders
Product
Problem
Clinical researchers face challenges in efficiently synthesizing data from the growing volume of medical literature for systematic reviews. Traditional methods of literature search, data extraction, and critical appraisal are time-consuming and prone to error, hindering the timely translation of research into practice.
Solution
Nested Knowledge offers a platform designed to streamline the systematic review process, enabling clinical researchers to accelerate evidence synthesis. The platform consists of two integrated tools: AutoLit and Synthesis. AutoLit facilitates literature search, screening, data extraction, and critical appraisal through a collaborative, systematic process. Synthesis enables users to visualize, analyze, publish, and share insights from both qualitative and quantitative analyses. The platform aims to improve the efficiency and transparency of evidence synthesis, allowing researchers to deliver curated evidence to organizations and audiences.
Target Audience
The primary target audience includes clinical researchers, medical device companies, and healthcare consultants involved in systematic reviews, meta-analyses, and evidence-based decision-making.
Features
- AI-assisted search term generation and literature search across multiple databases
- Collaborative screening interface augmented by AI
- Structured data extraction tools to capture study design elements
- Qualitative synthesis features to summarize concepts and update literature reviews
- Quantitative synthesis capabilities for meta-analysis
- Interactive dashboard for combining tables, text, and visualizations
- Manuscript drafting tool with auto-updating tables and figures