Top 20 ResearchTech Tools for 2025
Top 20 ResearchTech Tools for 2025
Healthcare providers working with ResearchTech tools face increasing demands for efficiency and accuracy in their daily work. These software solutions help address specific challenges by automating routine tasks, providing decision support, and improving workflow organization.
The following list includes established solutions that healthcare professionals are currently using to improve their practice. Each tool offers different features and pricing models to meet various organizational needs.
1. Recursion
Summary: Recursion is leveraging AI and machine learning to decode biology and radically improve lives through drug discovery and development. With one of the largest biological and chemical datasets, Recursion combines experimental science with AI to discover new drugs at scale, targeting a wide range of diseases including oncology and rare genetic disorders.
2. Oncora Medical AI Solutions
Summary: Oncora Medical provides oncology-specific artificial intelligence solutions designed to enhance clinical workflows and deliver cutting-edge technology. Their offerings include Registry AI for transforming cancer registries, Clinical AI as an oncology-specific AI scribe for documentation, and Research AI to support oncology research efforts. These tools empower cancer registry professionals and oncology clinical care team members with intelligent quality control and data management capabilities.

3. BenevolentAI
Summary: BenevolentAI leverages advanced AI and machine learning technologies to transform the landscape of life science research and development. By harnessing a unique knowledge graph and proprietary ontologies, the platform empowers scientists and executives to make complex decisions with confidence and precision, driving groundbreaking discoveries in the field.
4. 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.

5. 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.
6. 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.

7. 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.
8. 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.
9. 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.

10. AISight
Summary: AISight is an intelligent enterprise workflow solution designed to revolutionize digital pathology workflows and AI applications. It functions as a central hub for case management, image management, and the integration of best-in-class AI tools, facilitating a range of histopathology use cases. This platform is utilized by leading laboratories and research centers globally to streamline operations and harness the power of artificial intelligence in pathology.

11. Truveta
Summary: Truveta provides a health data analytics platform that aggregates EHR data from over 120 million patients, including clinical notes and images, linked with closed claims of 200 million patients. It aims to accelerate therapy adoption and advance patient care by leveraging real-world data, powerful analytics, and the Truveta Language model to support therapy development, care quality improvement, and public health initiatives.
12. ASCEND
Summary: ASCEND is a generative AI platform that serves as a co-pilot for preclinical scientists, enhancing decision-making in biology research and experimental productivity. It utilizes a knowledge graph and ontological knowledge base to map disease biology, integrating data from various sources to guide scientists in generating and testing new research ideas.
13. Rayyan
Summary: Rayyan is a comprehensive tool designed to support researchers in conducting systematic and literature reviews more efficiently. By leveraging AI technology, Rayyan significantly reduces screening time by up to 90%, offering features like deduplication, customizable filters, and a mobile app for working on-the-go. This platform is trusted by over 700k researchers worldwide, streamlining the review process and enhancing productivity.
14. Trinka AI
Summary: Trinka AI is an advanced online grammar checker and language correction tool specifically designed for academic, technical, and formal writing. It offers a wide range of features including grammar and spelling checks, paraphrasing, plagiarism detection, and more, while prioritizing user data privacy and security. Trinka is tailored to help professionals and academics produce clear, concise, and engaging writing across various disciplines.

15. SciSpace
Summary: SciSpace offers a suite of AI-powered tools designed to assist students and researchers in various aspects of academic work. From literature review and data extraction to writing assistance and citation generation, SciSpace streamlines the research process, making it more efficient and accessible. Its innovative features, such as Chat with PDF and AI Writer, provide users with the ability to understand complex texts easily and generate new research content, significantly enhancing productivity and research quality.

16. SciNote
Summary: SciNote is a comprehensive cloud-based electronic lab notebook (ELN) designed to support scientists and research organizations in managing their data efficiently. It offers a suite of tools for lab inventory management, compliance with regulatory standards like 21 CFR Part 11, and facilitates collaboration and team management. Trusted by the FDA, USDA, and scientists in over 100 countries, SciNote streamlines the research process, making data more accessible, secure, and compliant.
17. Consensus
Summary: Consensus is an advanced AI-powered academic search engine designed to streamline the research process by providing access to over 200 million peer-reviewed research papers. It offers transparent, reliable search results and is built to save researchers, students, and clinicians time by highlighting the most relevant papers with clear summaries and identifying their study designs.
18. Litmaps
Summary: Litmaps offers a unique approach to literature review by allowing researchers, students, and professionals to discover, visualize, share, and monitor academic papers in a dynamic, interactive map. This innovative platform supports a more comprehensive understanding of research landscapes, facilitating collaboration and keeping users updated with automatic alerts for new publications in their fields of interest.
19. Scholarcy
Summary: Scholarcy is designed to help students, researchers, and academics efficiently manage their research workflow by summarizing, analyzing, and organizing academic papers. It converts complex texts into interactive summary flashcards, highlighting key information, and supports importing files from various sources for a streamlined research process.

20. ResearchRabbit
Summary: ResearchRabbit offers a novel approach to academic research by providing tools for literature search, personalized alerts, and visualization of paper networks. It allows users to add papers to collections, receive tailored recommendations, and discover author networks, thereby enhancing the efficiency and depth of literature review processes. The platform encourages collaboration and sharing of collections among researchers.
These tools each address different aspects of ResearchTech workflows, offering various features and integration options. When evaluating options, consider your specific needs, existing systems, and budget constraints. The right choice depends on your organization's size, technical requirements, and workflow preferences.
Featured Tools Quick Reference
Recursion
Recursion Pharmaceuticals
AI-powered platform for drug discovery and development.
Target Customer: Researcher

ResearchRabbit
ResearchRabbit
A platform for reimagining research through intuitive literature search, alerts, and more.
Target Customer: Researcher
Oncora Medical AI Solutions
Oncora Medical
Oncology-specific artificial intelligence solutions enhancing clinical workflows and technology.
Target Customer: Clinic
Consensus
Consensus
AI-powered academic search engine for peer-reviewed research papers.
Target Customer: Researcher

BenevolentAI
BenevolentAI
AI-driven platform for enhancing life science research and development.
Target Customer: Researcher
Rayyan
Rayyan Systems
A web and mobile platform for accelerating systematic literature reviews.
Target Customer: Researcher
Atomwise
Atomwise Inc.
AI engine for transforming drug discovery and creating better medicines.
Target Customer: Researcher

Truveta
Truveta, Inc.
Health data analytics platform offering comprehensive patient journey data.
Target Customer: Enterprise
Trinka AI
Crimson AI
Privacy-first grammar checker and language enhancement tool for academic and technical writing.
Target Customer: Researcher
ASCEND
BenchSci
A GenAI R&D platform designed to unravel disease biology for Pharma R&D. Free use for academic/nonprofit researchers.
Target Customer: Researcher

AISight
PathAI
Cloud-native digital pathology image management system for enhancing laboratory workflows.
Target Customer: Enterprise

Explainpaper
Explainpaper
AI tool that makes research papers easy to read by explaining dense sections.
Target Customer: Researcher

SciNote
SciNote LLC
Cloud-based electronic lab notebook (ELN) software with lab inventory, compliance, and team management tools.
Target Customer: Researcher
Unlearn Platform
Unlearn.ai, Inc.
AI platform generating digital twins to simulate clinical trial outcomes with precision.
Target Customer: Researcher

DiscoveryEngine
PharmAI GmbH
AI-powered platform for drug discovery focusing on scaffold diversification, off-target identification, and focused library screening.
Target Customer: Researcher
Elicit
Elicit
AI-powered tool for automating research tasks like summarizing papers, extracting data, and synthesizing findings.
Target Customer: Researcher
Litmaps
Litmaps Ltd
Literature review software designed to enhance research through visual mapping of academic papers.
Target Customer: Researcher

SciSpace
PubGenius Inc.
All-in-one AI tools platform for students and researchers.
Target Customer: Researcher
Scholarcy
Scholarcy Limited
AI-powered tool for summarizing, analyzing, and organizing academic papers.
Target Customer: Researcher
Cytel
Cytel Inc.
Leading data-science CRO specializing in adaptive trial design and advanced analytics.
Target Customer: Enterprise