Top 20 AI Research Tools for 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
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.

2. Carta Healthcare
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.

3. ReadCube
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.

4. Mendel
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.

5. DNAnexus Platform
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.

6. Trial Accelerator™
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.
7. Gemini Digital Twins
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.

8. Castor
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.

9. SciSummary
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.
10. Paradigm Health
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.

11. FoundationOne CDx
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.
12. Undermind
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.
13. navify
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.

14. Karius Test
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.
15. DiscoveryEngine
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.
16. Cytel
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.
17. Elicit
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.
18. Unlearn Platform
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.

19. Explainpaper
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.
20. Atomwise
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.
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
Atomwise Inc.
AI engine for transforming drug discovery and creating better medicines.
Target Customer: Researcher
unclearVisit Website →Karius Test
Karius, Inc.
A genomic test for detecting microbial cell-free DNA to identify pathogens causing infections.
Target Customer: Clinician
unclearVisit Website →navify
Roche Diagnostics
Digital health solutions that integrate data across care settings for better healthcare decisions.
Target Customer: Enterprise
unclearVisit Website →Explainpaper
Explainpaper
AI tool that makes research papers easy to read by explaining dense sections.
Target Customer: Researcher
freeVisit Website →Unlearn Platform
Unlearn.ai, Inc.
AI platform generating digital twins to simulate clinical trial outcomes with precision.
Target Customer: Researcher
unclearVisit Website →Elicit
Elicit
AI-powered tool for automating research tasks like summarizing papers, extracting data, and synthesizing findings.
Target Customer: Researcher
freemiumVisit Website →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
Cytel Inc.
Leading data-science CRO specializing in adaptive trial design and advanced analytics.
Target Customer: Enterprise
unclearVisit Website →Undermind
Undermind
An AI tool that conducts in-depth scientific literature research.
Target Customer: Researcher
freemiumVisit Website →Trial Accelerator™
Phesi
AI-driven data platform and services designed to accelerate clinical development and enable precision medicine.
Target Customer: Enterprise
unclearVisit Website →Castor
Castor EDC
A comprehensive eClinical platform that supports the entire clinical trial process.
Target Customer: Researcher
subscriptionVisit Website →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
Paradigm Health
An intelligent research platform that connects patients, providers, and sponsors for clinical trials.
Target Customer: Enterprise
unclearVisit Website →SciSummary
SciSummary
AI-powered tool for summarizing scientific articles and research papers.
Target Customer: Researcher
freemiumVisit Website →DiscoveryEngine
PharmAI GmbH
AI-powered platform for drug discovery focusing on scaffold diversification, off-target identification, and focused library screening.
Target Customer: Researcher
unclearVisit Website →DNAnexus Platform
DNAnexus, Inc.
A cloud-based platform for managing, analyzing, and collaborating on biomedical data.
Target Customer: Enterprise
subscriptionVisit Website →Mendel
Mendel
AI platform designed to mimic physician-level cognitive abilities for clinical data workflows.
Target Customer: Enterprise
subscriptionVisit Website →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
Carta Healthcare, Inc.
AI-driven clinical data abstraction solution that combines technology with clinician oversight.
Target Customer: Enterprise
unclearVisit Website →Keenious
Keenious
AI-powered tool that analyzes documents to find relevant scientific research.
Target Customer: Researcher
freemiumVisit Website →