AIMedApps Logo
ResearchTechTop 2020 tools

Top 20 AI Research Tools for 2025

Published June 22, 2025• Updated July 19, 2025• Last refreshed July 19, 2025

Top 20 AI Research Tools for 2025

The advent of artificial intelligence (AI) has been making significant strides in the healthcare sector, particularly in the realm of ResearchTech. This category, which encompasses AI tools designed to streamline and enhance medical research, has become increasingly vital as healthcare providers and researchers grapple with the complexity of modern medical data. From accelerating drug discovery to improving clinical trial design, these tools are addressing some of the most pressing challenges in healthcare today.

In this blog post, we will delve into the top 20 AI tools in the ResearchTech category that are making a substantial impact in healthcare. We'll explore what each tool does, its unique features, and how it contributes to enhancing healthcare research. By the end of this post, you'll have a comprehensive understanding of the current landscape of AI tools in ResearchTech and how they're helping to shape the future of healthcare. This isn't about hype or buzzwords; it's about tangible, practical advancements that are driving real progress in medical research.

1. Keenious

Company: Keenious

Pricing: freemium

Target Customer: Researcher

Summary: Keenious is an AI-powered research tool designed to analyze documents and provide recommendations for relevant scientific publications. By integrating with Microsoft Word and Google Docs, it offers seamless access to a vast database of scientific articles, enabling users to enhance their research with highly relevant sources. The tool's advanced features, such as highlight search, topic suggestions, and smart bookmarks, facilitate efficient and targeted literature review.

Visit Website

2. Carta Healthcare

Company: Carta Healthcare, Inc.

Pricing: unclear

Target Customer: Enterprise

Summary: Carta Healthcare offers an AI-powered solution for clinical data management, focusing on automating registry data collection while maintaining accuracy through expert clinician oversight. This approach enables the activation of structured and unstructured data in real-time, supporting clinical teams and researchers in optimizing data abstraction for registries, identifying patients for clinical trials, and generating actionable insights to enhance healthcare efficiency and outcomes.

Visit Website

3. ReadCube

Company: Digital Science Research & Solutions Inc.

Pricing: subscription

Target Customer: Researcher

Summary: ReadCube offers a comprehensive set of tools designed to enhance the way researchers manage, discover, and review scholarly literature. With features such as advanced literature monitoring, customizable search parameters, AI-generated summaries, and systematic literature review workflows, ReadCube streamlines research processes. It enables users to organize their libraries with tags and lists, share resources with teams, and engage with research materials more interactively through AI assistance.

Visit Website

4. Mendel

Company: Mendel

Pricing: subscription

Target Customer: Enterprise

Summary: Mendel offers a suite of AI-powered tools, including Hypercubes, to enhance clinical data workflows through advanced analytics and reasoning. The platform leverages large language models and a unique clinical Hypergraph to provide physician-level cognition, enabling rapid cohort retrieval, chart review, and data analysis. Mendel aims to streamline operations for healthcare organizations by offering insights grounded in a coherent patient journey, ensuring accuracy and compliance.

Visit Website

5. DNAnexus Platform

Company: DNAnexus, Inc.

Pricing: subscription

Target Customer: Enterprise

Summary: The DNAnexus Platform provides a comprehensive suite for managing, analyzing, and securely sharing genomic and biomedical data. It enables researchers and clinicians to easily ingest, organize, and analyze multi-omics data at scale, leveraging a library of bioinformatics tools and AI/ML algorithms. The platform supports collaborative research while ensuring compliance with global data privacy and security standards.

Visit Website

6. Trial Accelerator™

Company: Phesi

Pricing: unclear

Target Customer: Enterprise

Summary: Trial Accelerator™ leverages the world's largest clinical trials database, incorporating real-world data to optimize clinical trial design, execution, and patient engagement. It enables life sciences companies to generate Digital Patient Profiles, Digital Twins, and Digital Trial Arms, aiming to streamline drug development processes, enhance trial efficiency, and improve patient outcomes across all disease areas.

Visit Website

7. Gemini Digital Twins

Company: Aitia

Pricing: not for sale

Target Customer: Researcher

Summary: Gemini Digital Twins leverages supercomputing, causal AI, and massive patient multiomics datasets to create in silico models of human disease. These models facilitate knowledge-based discoveries, enabling the identification of novel intervention points and the development of targeted drugs in collaboration with pharmaceutical companies.

Visit Website

8. Castor

Company: Castor EDC

Pricing: subscription

Target Customer: Researcher

Summary: Castor offers an integrated suite of eClinical solutions designed to streamline the management of clinical trials. From electronic data capture (EDC), electronic clinical outcome assessments (eCOA/ePRO), and eConsent to decentralized clinical trials (DCT), Castor provides tools for capturing, processing, and integrating data from multiple sources. The platform aims to simplify workflows, enhance data quality, and accelerate clinical research breakthroughs.

Visit Website

9. SciSummary

Company: SciSummary

Pricing: freemium

Target Customer: Researcher

Summary: SciSummary utilizes a proprietary blend of the latest large language models (LLMs) and machine learning (ML) models to generate concise summaries of scientific articles and research papers. Designed to support researchers, students, and academics, it simplifies the process of digesting complex scientific literature, facilitating literature reviews and keeping users up-to-date with research trends. The technology is continuously improved through analysis and training by a team of PhDs.

Visit Website

10. Paradigm Health

Company: Paradigm Health

Pricing: unclear

Target Customer: Enterprise

Summary: Paradigm Health aims to revolutionize the clinical research process by focusing on patient care to make clinical trials more viable and valuable. The platform facilitates collaboration between all stakeholders in the clinical trial ecosystem by integrating technology and services with health provider organizations, thereby streamlining the journey from trial to treatment.

Visit Website

11. FoundationOne CDx

Company: Foundation Medicine

Pricing: not for sale

Target Customer: Clinician

Summary: FoundationOne CDx is a next-generation sequencing based in vitro diagnostic test designed for advanced cancer patients with solid tumors. It utilizes FFPE tissue samples to analyze 324 genes as well as genomic signatures, helping to identify the genomic alterations driving a patient's cancer. This information can match patients with relevant targeted therapies, immunotherapies, and clinical trial options, providing a personalized approach to cancer treatment.

Visit Website

12. Undermind

Company: Undermind

Pricing: freemium

Target Customer: Researcher

Summary: Undermind is designed to streamline the research process by reading and analyzing scientific literature on behalf of its users. It uses advanced AI to review thousands of papers, evaluate their relevance, and adapt its search strategy to provide comprehensive insights into specific research topics. This tool is particularly useful for generating custom tables, verifying sources through in-line citations, and staying updated with the latest publications in a given field.

Visit Website

13. navify

Company: Roche Diagnostics

Pricing: unclear

Target Customer: Enterprise

Summary: navify by Roche Diagnostics offers a suite of digital health solutions designed to integrate data across various care settings, enhancing the healthcare community's connectivity and accelerating access to innovation and insights. These solutions aim to streamline data integration, support evidence-based disease management, and deliver operational and financial value by optimizing resources and improving efficiency.

Visit Website

14. Karius Test

Company: Karius, Inc.

Pricing: unclear

Target Customer: Clinician

Summary: Karius Test leverages clinical metagenomics to detect microbial cell-free DNA (mcfDNA) from a wide array of pathogens circulating in the body. This technology, combined with advanced machine learning algorithms, analyzes complex genomic data to provide unique insights into infectious diseases. It offers a non-invasive, comprehensive solution for identifying infections, especially useful for immunocompromised patients and challenging diagnostic cases.

Visit Website

15. DiscoveryEngine

Company: PharmAI GmbH

Pricing: unclear

Target Customer: Researcher

Summary: PharmAI's DiscoveryEngine leverages advanced AI and deep learning techniques to optimize high-throughput screening compound libraries, identify off-target effects early in the drug discovery process, and explore new chemical scaffolds. By utilizing a knowledge-based approach and analyzing the geometry of protein binding sites, the platform aims to accelerate the drug discovery process with high precision and efficiency.

Visit Website

16. Cytel

Company: Cytel Inc.

Pricing: unclear

Target Customer: Enterprise

Summary: Cytel is at the forefront of improving the efficiency and success rates of the drug development process through its advanced statistical methodologies and software solutions. Specializing in adaptive trial designs, biometrics, and real-world evidence analysis, Cytel supports life sciences companies in making informed decisions at every stage of clinical research, aiming to shorten development cycles and enhance patient outcomes.

Visit Website

17. Elicit

Company: Elicit

Pricing: freemium

Target Customer: Researcher

Summary: Elicit is designed to streamline the research process by automating systematic reviews, data extraction, and the synthesis of findings from academic papers. It significantly reduces the time required for evidence synthesis, enabling researchers to analyze more evidence accurately and efficiently. With access to over 125 million academic papers, Elicit supports a wide range of research activities, from generating rapid systematic reviews to extracting data from hundreds of papers within minutes.

Visit Website

18. Unlearn Platform

Company: Unlearn.ai, Inc.

Pricing: unclear

Target Customer: Researcher

Summary: The Unlearn Platform utilizes artificial intelligence to generate digital twins of patients in clinical studies, offering predictions on every clinical outcome at future time points with unparalleled precision. This innovative approach aims to minimize trial failure, reduce costs, and accelerate timelines by enhancing trial efficiency, improving decision-making, and de-risking trial design.

Visit Website

19. Explainpaper

Company: Explainpaper

Pricing: free

Target Customer: Researcher

Summary: Explainpaper is designed to assist researchers by simplifying the process of reading complex research papers. Users can upload a paper, highlight confusing text, and receive an explanation, making it easier to understand dense sections and complex concepts. This tool leverages an AI model, specifically an LLM, to provide clear explanations, significantly reducing review time for AI and ML research papers.

Visit Website

20. Atomwise

Company: Atomwise Inc.

Pricing: unclear

Target Customer: Researcher

Summary: Atomwise utilizes an AI engine to revolutionize the drug discovery process, focusing on the development of new small molecule medicines. By leveraging machine learning and convolutional neural networks, Atomwise aims to accelerate the identification and development of new drugs, addressing some of the most challenging problems in medicine today.

Visit Website

In summary, the top 20 AI tools in the "ResearchTech" category offer a range of practical benefits to the healthcare sector. These tools can help streamline operations, improve patient care, and accelerate research. However, it's important to carefully consider the specific needs and constraints of your organization when choosing the right tool. Factors such as cost, usability, integration capabilities, and support services should all play a role in your decision-making process. While it's easy to get swept up in the excitement of new technology, it's crucial to thoughtfully evaluate each tool based on its tangible benefits and potential return on investment. By doing so, healthcare professionals can make informed decisions that truly enhance their work and ultimately, patient outcomes.

Featured Tools Quick Reference

  • Atomwise logo

    Atomwise

    Atomwise Inc.

    AI engine for transforming drug discovery and creating better medicines.

    Target Customer: Researcher

  • Karius Test logo

    Karius Test

    Karius, Inc.

    A genomic test for detecting microbial cell-free DNA to identify pathogens causing infections.

    Target Customer: Clinician

  • navify logo

    navify

    Roche Diagnostics

    Digital health solutions that integrate data across care settings for better healthcare decisions.

    Target Customer: Enterprise

  • Explainpaper logo

    Explainpaper

    Explainpaper

    AI tool that makes research papers easy to read by explaining dense sections.

    Target Customer: Researcher

  • Unlearn Platform logo

    Unlearn Platform

    Unlearn.ai, Inc.

    AI platform generating digital twins to simulate clinical trial outcomes with precision.

    Target Customer: Researcher

  • Elicit logo

    Elicit

    Elicit

    AI-powered tool for automating research tasks like summarizing papers, extracting data, and synthesizing findings.

    Target Customer: Researcher

  • Gemini Digital Twins logo

    Gemini Digital Twins

    Aitia

    AI-driven in silico models for human disease to accelerate pharmaceutical R&D.

    Target Customer: Researcher

    not for saleVisit Website →
  • Cytel logo

    Cytel

    Cytel Inc.

    Leading data-science CRO specializing in adaptive trial design and advanced analytics.

    Target Customer: Enterprise

  • Undermind logo

    Undermind

    Undermind

    An AI tool that conducts in-depth scientific literature research.

    Target Customer: Researcher

  • Trial Accelerator™ logo

    Trial Accelerator™

    Phesi

    AI-driven data platform and services designed to accelerate clinical development and enable precision medicine.

    Target Customer: Enterprise

  • Castor logo

    Castor

    Castor EDC

    A comprehensive eClinical platform that supports the entire clinical trial process.

    Target Customer: Researcher

    subscriptionVisit Website →
  • FoundationOne CDx logo

    FoundationOne CDx

    Foundation Medicine

    A comprehensive genomic profiling test for advanced cancer patients with solid tumors.

    Target Customer: Clinician

    not for saleVisit Website →
  • Paradigm Health logo

    Paradigm Health

    Paradigm Health

    An intelligent research platform that connects patients, providers, and sponsors for clinical trials.

    Target Customer: Enterprise

  • SciSummary logo

    SciSummary

    SciSummary

    AI-powered tool for summarizing scientific articles and research papers.

    Target Customer: Researcher

  • DiscoveryEngine logo

    DiscoveryEngine

    PharmAI GmbH

    AI-powered platform for drug discovery focusing on scaffold diversification, off-target identification, and focused library screening.

    Target Customer: Researcher

  • DNAnexus Platform logo

    DNAnexus Platform

    DNAnexus, Inc.

    A cloud-based platform for managing, analyzing, and collaborating on biomedical data.

    Target Customer: Enterprise

    subscriptionVisit Website →
  • Mendel logo

    Mendel

    Mendel

    AI platform designed to mimic physician-level cognitive abilities for clinical data workflows.

    Target Customer: Enterprise

    subscriptionVisit Website →
  • ReadCube logo

    ReadCube

    Digital Science Research & Solutions Inc.

    A suite of AI-powered tools for managing and reviewing scholarly literature.

    Target Customer: Researcher

    subscriptionVisit Website →
  • Carta Healthcare logo

    Carta Healthcare

    Carta Healthcare, Inc.

    AI-driven clinical data abstraction solution that combines technology with clinician oversight.

    Target Customer: Enterprise

  • Keenious logo

    Keenious

    Keenious

    AI-powered tool that analyzes documents to find relevant scientific research.

    Target Customer: Researcher

More from ResearchTech