Alternatives to Constructor Research

Compare Constructor Research alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Constructor Research in 2026. Compare features, ratings, user reviews, pricing, and more from Constructor Research competitors and alternatives in order to make an informed decision for your business.

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    Sciscoper

    Sciscoper

    Sciscoper

    Sciscoper is an AI powered research assistant that is used to streamline and accelerate the literature review process for STEM researchers, academics, and R&D teams. Researchers often deal with hundreds or thousands of scientific papers scattered across different sources, making it difficult to extract meaningful insights efficiently. Sciscoper solves this by using AI and natural language processing to automatically: Summarize scientific papers and research findings. Extract key insights, concepts, and relationships across documents. Generate literature reviews with citations in multiple reference styles. Organize and index papers into a structured, searchable knowledge base for easy discovery. This allows users to focus less on manual reading and note-taking, and more on analyzing results, identifying research gaps, and producing new scientific knowledge.
    Starting Price: $20/user/month
  • 2
    HeyScience

    HeyScience

    HeyScience

    Finding, reading, and analyzing every relevant scientific research article can quickly turn into a time-consuming, tedious task. Designed by fellow academics, our AI-powered scientific research assistant lets you focus on what you love doing most: conducting research. Stay current with an overview of what researchers in your field are working on, familiarize yourself with a specific scientist’s contributions, and assess the possibility of future collaborations. Conduct a month’s worth of literature research in a few minutes. Search and sort through millions of papers across all academic fields to find relevant knowledge in one click. Read a short, simplified summary of scientific articles and grasp key concepts and findings within minutes. Leverage our dedicated AI-reviewer for instant feedback on your manuscript prior to conference or journal submission.
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    protocols.io

    protocols.io

    protocols.io

    A secure platform for developing and sharing reproducible methods. Central and secure place to organize up-to-date/versionable methods with history and concurrent editing. Create and discover reproducible experimental and computational methods with video, reagents, detailed parameters, and more. Private & secure collaboration w/ HIPAA compliance, audit trail, approval/signature (21 CFR Part 11), 2-factor authentication, encryption, VPC, and more. A protocols.io Institutional Plan increases productivity, facilitates teaching, improves collaboration and recordkeeping, and accelerates progress across most research disciplines.
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    Springer

    Springer

    Springer

    Springer is a leading global scientific, technical and medical portfolio, providing researchers in academia, scientific institutions and corporate R&D departments with quality content through innovative information, products and services. Springer has one of the strongest STM and HSS eBook collections and archives, as well as a comprehensive range of hybrid and open access journals and books under the SpringerOpen imprint. Springer is part of Springer Nature, a global publisher that serves and supports the research community. Springer Nature aims to advance discovery by publishing robust and insightful science, supporting the development of new areas of research and making ideas and knowledge accessible around the world.
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    Semantic Scholar

    Semantic Scholar

    Semantic Scholar

    Semantic Scholar provides free, AI-driven search and discovery tools, and open resources for the global research community. With Semantic Scholar, researchers can understand a paper at a glance. Our system extracts meaning and identifies connections from within papers, then surfaces these insights to help Scholars discover and understand research. We are motivated to use AI in novel ways for a dramatic impact. Tackling our problems with AI not only helps our community, it also improves the quality of our AI research by grounding it in real-world applications. Scientific knowledge should be available to everyone. We recognize that the status quo disproportionately benefits certain groups of scholars over others. As a non-profit, we evaluate the impact of our choices and pursue directions that help balance the scales. Collaboration makes us stronger. We make a conscious effort to collaborate with our teammates, and by doing so, we will both improve the quality of our work.
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    AnswerThis

    AnswerThis

    AnswerThis

    AnswerThis is a scientific discovery platform that reduces weeks of manual research work to hours. Instead of manually searching, reading, and organizing dozens of papers, researchers use AnswerThis to find the most relevant work, see how ideas are connected, and get comprehensive answers to complex scientific questions with line by line answers. This allows them to map research gaps, analyze trends, and draft literature reviews far faster, all while building a searchable library of their own research materials. Thousands of scientists already rely on AnswerThis for the entire workflow from ideation to publication.
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    PapersFlow

    PapersFlow

    PapersFlow

    PapersFlow is an AI research workspace designed to help academics and researchers organize, analyze, and write scientific content within a single integrated environment. It enables users to manage paper libraries using projects, collections, and tags while running AI-powered reading workflows that generate summaries and answer questions about each paper. It supports deep literature review processes through its DeepScan capability, allowing researchers to synthesize findings across multiple sources and uncover connections more efficiently. PapersFlow also includes collaborative LaTeX writing with real-time preview so users can move seamlessly from reading papers to drafting manuscripts without switching tools. Additional capabilities such as cross-paper comparison, linked knowledge-base notes, and code discovery from research papers help streamline complex academic workflows.
    Starting Price: $14 per month
  • 8
    Consensus

    Consensus

    Consensus

    Ask a question, get conclusions from research papers. Consensus uses AI to find answers in research papers. The best way to search is to ask a question. Focus on questions that researchers may have studied. Topics range from biology to social sciences. Scientific research is the most valuable, insight-filled source of data to ever exist. Yet, the current consumers of this information are the same people who are creating it. We are striving to build the tools that democratize scientific evidence and make the world a better place, by making it a more informed place. Consensus is built by machine learning, science, and technology experts from some of the world’s most innovative institutions.
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    SciSpace

    SciSpace

    SciSpace

    Access to the right research findings at the right time is critical. Use SciSpace to search from a network of publications and access scientific knowledge in its entirety. SciSpace (formerly Typeset.io) was started as a formatting tool. Over time, interactions with academia helped us realize glaring gaps in the ecosystem and grow into a comprehensive platform that modernizes end-to-end research workflows, from discovery, writing, publishing, to consumption. Create, edit, format, and review documents using a single application specially designed to meet research needs. Make research writing less laborious with 100,000+ verified journal templates. Generate submission-ready manuscripts in no time with one-click formatting. Get access to native English editing and proofreading services. Submit manuscripts with appropriate formatting directly. Automate referencing to make the process less laborious.
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    Scopus

    Scopus

    Elsevier

    Scopus offers free features to non-subscribed users as Scopus Preview. Researchers use Scopus Preview to assist with research, such as searching for authors and learning more about Scopus content coverage and source metrics. Scopus is an abstract and citation database of peer-reviewed literature including scientific journals, books, and conference proceedings. Scopus provides a comprehensive overview of worldwide research output in the fields of science, technology, medicine, social sciences, and arts and humanities. Scopus is the largest abstract and citation database of peer-reviewed literature: scientific journals, books and conference proceedings. Delivering a comprehensive overview of the world's research output in the fields of science, technology, medicine, social sciences, and arts and humanities, Scopus features smart tools to track, analyze and visualize research. You can make sure that critical research from around the world is not missed when you choose Scopus.
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    Detect Technologies

    Detect Technologies

    Detect Technologies

    Unlock new opportunities for industrial efficiency with a cutting-edge Industrial AI platform. We integrate disparate operational data and break down industrial silos. Bring all your data on one platform and unlock operational insights for maximum productivity. Get actionable insights and achieve the highest level of efficiency with state-of-the-art IoT hardware. Reduce industrial downtime, maintain asset integrity, and manage processes proactively. Manage industrial projects and workforce efficiently. Leverage machine vision, sensors, robotics, and machine learning to control and optimize the schedule, and ensure end-to-end HSSE performance. Secure remote facilities, monitor equipment performance, and ensure the safety of the workforce present at the site with end-to-end intelligent automation. T-Pulse leverages intelligent edge computing to generate real-time insights on anomalies like intrusion, fence breaches, abnormal equipment behavior, fire, smoke, safety compliance, etc.
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    Ovid

    Ovid

    Wolters Kluwer

    Every day, nurses, doctors, students, professors, healthcare administrators, and allied health professionals rely on Ovid to provide the most up-to-date research, including resources from 120+ publishers, covering over 100 specialty areas. Dedicated to bringing the best research and key information to clinical practice, the New England Journal of Medicine (NEJM) is known as a career companion for physicians, keeping practicing physicians informed on developments that are important to their patients. The highly rigorous peer-review and editing process to evaluate manuscripts ensures scientific accuracy, novelty, and importance. NEJM on Ovid® offers landmark research, clinical insights, and medical breakthroughs in over 125 areas all accessible through the world’s most trusted medical research platform. Ovid® Synthesis Clinical Evidence Manager is an easy-to-use, cloud-based application with unparalleled literature search and review capabilities.
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    wisio.app

    wisio.app

    wisio.app

    wisio.app is an online platform that allows scientists, researchers and students to create and publish science faster and with better quality using cutting-edge AI technology. Get scientifically sound suggestions based on your input and targeted keywords for the perfect piece of content. Enter your text and let us extract keywords, then quickly search Pubmed for the best citations. Make your science accessible to a global audience. Simply enter your text and let us transform it into scientifically precise English. Eliminate barriers with our AI-powered English correction tool for nearly flawless writing that guarantees understanding by reviewers and colleagues.
    Starting Price: $9 per month
  • 14
    Symbotic

    Symbotic

    Symbotic

    Symbotic is a revolutionary warehouse automation system that reinvents the supply chain with an end-to-end, AI-powered robotic platform. It integrates a fleet of autonomous mobile robots and robotic arms equipped with advanced vision and sensing capabilities, enabling them to build optimized mixed-case pallets with relentless efficiency and industry-leading speed and density. The modular design allows for easy scaling and retrofitting into existing warehouses, maximizing flexibility in sizing and scaling. Symbotic's high-density storage structure and distributed storage algorithm maximize the use of space, increase capacity, and enable industry-leading product storage and retrieval speed. The AI-powered software seamlessly orchestrates hundreds of autonomous robots, managing the entire end-to-end system from case digitization and complex bot routing to sequencing, planning, and building the perfect mixed-SKU pallet.
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    HAL

    HAL

    HAL

    Your publications are easy to find, well referenced by search engines and interconnected with other services (ORCID, preprint servers). The largest research organizations and the majority of French universities have chosen and support HAL, a public, sustainable and responsible infrastructure. From the researchers to the specialists of the scientific information, HAL federates multiple skills to support the opening of the publications. HAL guarantees the long-term preservation of your publications. A set of services (CV, institutional portals, collections, documentary watch, APIs, identifiers) contribute to their valorisation.
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    Honeywell Intelligrated
    Honeywell Intelligrated offers a comprehensive suite of warehouse automation solutions designed to optimize distribution and fulfillment operations. Our offerings encompass advanced material handling equipment, including conveyor systems, sortation solutions, and palletizing/de-palletizing technologies, all integrated with intelligent software platforms like the Momentum Warehouse Execution System (WES). Momentum WES orchestrates nearly every aspect of automated warehouse execution, from inbound and outbound logistics to inventory control and labor management, providing real-time decision-making capabilities and seamless scalability. Honeywell's Automated Storage and Retrieval Systems (AS/RS) enhance throughput and maximize warehouse capacity, utilizing AI and machine learning algorithms for dynamic decision-making and optimal system automation.
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    Tacit

    Tacit

    Tacit

    Tacit’s software solutions empower industrial workers by enabling collaboration with “Tacit Knowledge” using speech and other AI technologies. Our solutions are hardware and OS agnostic, with a significant focus on wearables and mobile platforms. Unprecedented in the enterprise software industry today, Tacit delivers simple, highly intuitive user experiences utilizing speech and other compelling interfaces. The Tacit UX fosters the adoption of wearables and other mobile/IIoT tools delivering value to enterprises interested in reducing downtime, improving productivity, and capturing digitized tacit knowledge.
  • 18
    Undermind

    Undermind

    Undermind

    We systematically find the exact papers you need to solve complex problems. Our singular focus is search quality, we've designed innovative algorithms using language models that mimic a human's careful, systematic search process, achieving unprecedented accuracy and comprehensiveness in scientific search. Undermind can understand incredibly complex search topics. You can describe exactly what you want, as if to a colleague. Undermind highlights the precise papers you should focus on and gives a clear explanation for each decision. It strongly filters out irrelevant results. By tracking Undermind's discovery process, we can determine how many papers exist on your topic, and when they all have been found. Deep search can handle your complex problems. Expanded access for organizations with many researchers. More comprehensive and thorough analysis for each search. Fully automating hours of background literature search with unparalleled accuracy and quality.
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    Wonders AI

    Wonders AI

    Wonders AI

    Wonders is an AI-powered research workspace that helps individuals and teams move from scattered sources to structured insight. Designed for researchers, consultants, and knowledge-driven teams, Wonders combines multi-source search, visual organization, citation validation, and collaborative synthesis. Users can explore credible content across 500M+ sources, organize findings in shared research boards, and export results to DOCX, PDF, or LaTeX. Built for high-trust use cases, Wonders emphasizes transparency and process—not shortcuts—while saving 4-5 hours each week and improving research quality.
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    Cognite

    Cognite

    Cognite

    Cognite is an industrial data and AI platform that helps asset-intensive organizations unify, contextualize, and activate their operational information to improve decision-making, increase efficiency, and accelerate digital transformation. Built with scalability and openness in mind, the platform supports integration with existing tools and workflows through open APIs and connectors. It also provides low-code industrial AI agents and workbenches, enabling users to automate complex tasks, execute advanced analytics, and develop AI-driven workflows without extensive software engineering investment. Cognite breaks down data silos, enabling contextual search across large datasets, powering predictive maintenance and reliability analytics, and scaling AI solutions across facilities and enterprise operations.
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    FlowFuse

    FlowFuse

    FlowFuse

    FlowFuse is an industrial application software built on Node-RED that lets teams connect machines and protocols, collect and model data, and operate applications at scale while adding AI-powered assistance to accelerate development and deployment. It extends the intuitive low-code, visual programming environment of Node-RED with enterprise-grade features such as secure communication with devices, robust operational management, centralized remote deployment, team collaboration, and comprehensive security controls. FlowFuse includes interactive, responsive dashboards, AI-assisted flow creation and enhancement, and tools for transforming raw data into structured models using natural language prompts. It also adds support for DevOps-style pipelines to manage staged environments and version control, remote fleet management through a device agent, and advanced observability to monitor performance across instances.
    Starting Price: $20 per month
  • 22
    Fuzzball
    Fuzzball accelerates innovation for researchers and scientists by eliminating the burdens of infrastructure provisioning and management. Fuzzball streamlines and optimizes high-performance computing (HPC) workload design and execution. A user-friendly GUI for designing, editing, and executing HPC jobs. Comprehensive control and automation of all HPC tasks via CLI. Automated data ingress and egress with full compliance logs. Native integration with GPUs and both on-prem and cloud storage on-prem and cloud storage. Human-readable, portable workflow files that execute anywhere. CIQ’s Fuzzball modernizes traditional HPC with an API-first, container-optimized architecture. Operating on Kubernetes, it provides all the security, performance, stability, and convenience found in modern software and infrastructure. Fuzzball not only abstracts the infrastructure layer but also automates the orchestration of complex workflows, driving greater efficiency and collaboration.
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    GenoFAB

    GenoFAB

    GenoFAB

    Simplify your data collection processes by standardizing your operations. Integrate manual laboratory processes and computer-controlled instruments. Remove frictions in collaborations by giving your collaborators and services providers the data they need to do their job. Improve the reproducibility of your processes through standardization. Measure process reproducibility by comparing multiple repetitions of the exact same operations. Increase the statistical power of your experiments by producing more data points and reducing experimental errors. Increased statistical power is the difference between strong scientific results and anecdotal observations. Strong scientific results lead to stronger patent applications, higher impact publications, and accelerated development of better-performing products. Use the lab's dashboard to keep track of the work in process, the to-do list, and the list of backlogged requests.
    Starting Price: $2,995 one-time payment
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    JabRef

    JabRef

    JabRef

    JabRef was founded 2003 and has since been used by many students and researchers. Our mission is to advance knowledge and improve scientific research. We value open access to information and believe modern science can built on an open institutional structure. This is why we develop JabRef as free open-source software and save your data in a simple text-based file format with no vendor lock-in. Fetch complete bibliographic information based on ISBN, DOI, PubMed-ID and arXiv-ID. Complete and improve bibliographic data by comparing with curated online catalogues such as Google Scholar, Springer or MathSciNet. Automatically rename and move associated files according to customizable rules. Customize and add new metadata fields or reference types. Organize articles based on keywords, tags, search terms or your manual assignments. Native BibTeX and BibLaTeX support, perfect for text-based typesetting systems such as LaTeX and Markdown.
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    Synthical

    Synthical

    Synthical

    Synthical provides a combination of AI-powered research, seamless collaboration features, and a vast repository of open science articles. It's designed with researchers in mind to simplify and enhance your work process. Discover, learn, and share research, made easy with our AI. As fellow researchers, we've felt the pain of using existing tools, that's why we created Synthical.
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    MOM 360

    MOM 360

    Symphony IndustrialAI

    Built on a composable, workflow-driven application architecture which enables organizations to turn on and implement only the operational processes they need, thus reducing the time-to-value as compared to traditional MES solutions. Symphony’s manufacturing operations management solution includes: – Pre-built library of thousands of processes (shipping/receiving, quality execution), hundreds of connectors (ERP, PLC, Sensors), and MOM applications. – Low code, drag & drop visual workflow-based application composer; enables rapid deployment with pre-built MES & Operations applications, as well as configuring/deploying new solutions using our low-code library to your site’s specific needs. – Enterprise Management – AI Continuous Improvement MOM 360™ is powered by a microservices architecture connected by a high-speed service bus to provide robust, reliable, low latency operations that are required for manufacturing mission control systems.
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    Rayyan

    Rayyan

    Rayyan

    Rayyan is an AI-powered research collaboration platform designed to streamline the process of conducting systematic reviews and literature reviews. Utilizing artificial intelligence, machine learning, and natural language processing, Rayyan assists research teams in reducing the time required to complete their reviews by understanding language, learning from decisions, and providing intelligent support throughout the review process. Researchers can efficiently manage their reviews using Rayyan's AI-powered workbench and time-saving features, enabling them to extract and synthesize relevant information effectively. It offers a mobile app, allowing users to collaborate on reviews from anywhere, even offline, turning unproductive moments into productive research time. Rayyan supports the import of references from various sources, and provides advanced features such as duplicate detection, relevance ranking, PICO highlighting, etc.
    Starting Price: $8.33 per month
  • 28
    Google Scholar
    Google Scholar is a freely accessible search engine that specializes in indexing and providing access to scholarly literature across various disciplines and formats. It allows users to search for articles, theses, conference papers, preprints, technical reports, books, and other academic publications from a wide range of sources, including universities, research institutions, academic publishers, and professional societies. Google Scholar aims to help researchers, students, and professionals find relevant academic resources for their studies or projects. Users can search by keywords, author names, or publication titles, and the results often include direct links to the full text or, in some cases, abstracts and citations. The search engine also provides tools to help users track citations, find related articles, and export citations in various formats.
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    Find My Papers AI

    Find My Papers AI

    Find My Papers AI

    Find My Papers AI is a semantic search engine designed to help researchers discover and understand relevant AI research papers from a database of over 300,000 papers from 2019 to 2025. It aims to simplify the research discovery process, allowing users to quickly find, analyze, and comprehend cutting-edge AI papers, thereby reducing the time and effort typically involved in surveying their fields. Find My Papers AI employs an AI pipeline engineered to minimize hallucinations by systematically validating and referencing at every step, ensuring accurate search results and reliable summaries. The average query time is under two minutes, providing rapid access to precise information. Key features include precise search capabilities, a comprehensive paper database, and minimal hallucinations, with upcoming features like section tracking to further enhance the research experience.
    Starting Price: $9 per month
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    IFS

    IFS

    IFS

    IFS is the world’s leading provider of Industrial AI and enterprise software for hardcore businesses that make, service, and power our planet. Our technology enables businesses which manufacture goods, maintain complex assets, and manage service-focused operations to unlock the transformative power of Industrial AI™ to enhance productivity, efficiency, and sustainability. Industrial AI is IFS.ai IFS Cloud is a fully composable AI-powered platform, designed for ultimate flexibility and adaptability to our customers’ specific requirements and business evolution. It spans the needs of Enterprise Resource Planning (ERP), Enterprise Asset Management (EAM), Supply Chain Management (SCM), Information Technology Service Management (ITSM), and Field Service Management (FSM). IFS technology leverages AI, machine learning, real-time data and analytics to empower our customers to make informed strategic decisions and excel at their Moment of Service™.
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    EndNote

    EndNote

    Clarivate

    Did you know that researchers waste nearly 200,000 hours per year formatting citations? Imagine if you could have that time back to spend on your research. EndNote 20 accelerates your research process so you can focus on what truly matters – conducting and sharing groundbreaking research. Easily collaborate across geographic boundaries. Share some or all of your library and set permissions for access. Use tools that find PDFs for you throughout your search process. Then, easily read, review, annotate and search PDFs in your library. Match your paper with relevant, reputable journals using Manuscript Matcher. Create rules to automatically organize references as you work. And, use the new Tabs feature for easier multitasking.
    Starting Price: $110.53 one-time payment
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    Connected Papers

    Connected Papers

    Connected Papers

    Connected Papers is a visual tool designed to assist researchers and applied scientists in discovering and exploring academic papers pertinent to their field of work. By inputting a "seed paper," users can generate a graph that displays related papers based on a similarity metric derived from co-citation and bibliographic coupling analyses. This approach allows for the identification of relevant literature, even when direct citations are absent. The resulting graph provides a visual overview of the research landscape, highlighting seminal works and potential areas for further exploration. Connected Papers aims to streamline the literature review process, making it more efficient and comprehensive for researchers.
    Starting Price: $3 per month
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    Illuminate
    Google's Illuminate is an experimental AI tool that transforms complex academic papers into engaging audio discussions, making scholarly content more accessible. By utilizing advanced language models, Illuminate generates conversational summaries between AI-generated voices, effectively converting dense research into podcast-style audio. This feature is particularly beneficial for individuals seeking to comprehend intricate material while multitasking. Currently optimized for computer science topics, Illuminate allows users to select papers from sources like arXiv.org and produces concise audio interpretations, enhancing the learning experience by adapting to diverse preferences and facilitating easier understanding of sophisticated subjects.
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    LandingLens

    LandingLens

    LandingAI

    An end-to-end visual inspection platform designed to manage data, accelerate troubleshooting, and scale deployment. See why LandingLens, an AI visual inspection platform works for business. Speeds up your labeling process by as much as 50% and reduces your model deployment time by up to 67%. Manages a few to thousands of models with minimal resources. Improves the accuracy of your machine learning models with data generation and smart labeling. Track and manage the efficiency of AI projects, current data assets, and deployed solutions across all company site locations. Identifies issues caused by the environment and raises alerts when the model drifts. Easily update and adjust your solutions without being beholden to a 3rd party AI team. Enable manufacturers to create, deploy, and manage industrial AI projects on a single integrated end-to-end platform.
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    RefWorks

    RefWorks

    ProQuest

    RefWorks simplifies the process of research, collaboration, data organization, and writing by providing an easy-to-use tool for citation, bibliography, and reference management. Find, access, and capture research materials from virtually any source and in any format. Auto-completion of reference data and retrieval of full text saves time and ensures accurate citations. Unify materials in one central workspace to facilitate storage and reuse, and take advantage of powerful tools such as tags, folders, full-text searching, and deduplication, to access and organize references with ease. Organize, read, annotate and highlight full-text documents individually or share privately with members of your institution or with any RefWorks user in a collaborative environment.
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    JSTOR

    JSTOR

    JSTOR

    Enrich your research with primary sources. Explore millions of high-quality primary sources and images from around the world, including artworks, maps, photographs, and more. Take an interdisciplinary approach to public health. Explore different kinds of media supporting public health education. Broaden your research with images and primary sources. We help you explore a wide range of scholarly content through a powerful research and teaching platform. We collaborate with the academic community to help libraries connect students and faculty to vital content while lowering costs and increasing shelf space, provide independent researchers with free and low-cost access to scholarship, and help publishers reach new audiences and preserve their content for future generations. JSTOR is a digital library for the intellectually curious. We help everyone discover, share, and connect valuable ideas.
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    ResearchGate

    ResearchGate

    ResearchGate

    Access over 135 million publication pages and stay up to date with what's happening in your field. Share your research, collaborate with your peers, and get the support you need to advance your career. Get in-depth stats on who's been reading your work and keep track of your citations.
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    ExpertFile

    ExpertFile

    ExpertFile

    ExpertFile is a trusted resource for journalists, industry, funding agencies and government policymakers looking for fresh perspectives and innovative academic research. ExpertFile is the worlds largest open-access, curated search engine for experts. ExpertFile is the best way to search and connect with credible experts on over 45,000+ topics. Our award-winning software platform is trusted by leading knowledge-based organizations to help them manage and connect their research and perspectives to a broader audience. Our team brings a deep understanding and proven track record gained from a variety of roles including product management, software development, sales and business development in corporate and startup environments. With industry experience in software, media, marketing communications and consulting our experiences span a variety of stages from initial product launch to scaling winning businesses competing in global markets.
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    ProQuest

    ProQuest

    Clarivate

    ProQuest collections span centuries of newspapers, dissertations, journals, primary sources, video, ebooks and more to ensure access to varied content types and deep datasets. By partnering with ProQuest, libraries empower researchers to analyze every aspect and angle of complex topics. And, together with powerful text and data mining tools, uncover insights that could lead to important breakthroughs. ProQuest software tools help libraries put the spotlight on researchers and their accomplishments. Researchers can connect and collaborate with peers, discover funding opportunities and be part of the scholarly ecosystem. Other solutions support dissemination of the valuable research output of academic institutions. From enabling researchers to mine vast amounts of data or automate reference support and document management, to facilitating the most laser-focused search and discovery on its award-winning platforms, ProQuest is committed to research excellence.
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    Zotero

    Zotero

    Zotero

    Zotero is the only software that automatically senses research on the web. Need an article from JSTOR or a preprint from arXiv.org? A news story from the New York Times or a book from a library? Zotero has you covered, everywhere. Zotero helps you organize your research any way you want. You can sort items into collections and tag them with keywords. Or create saved searches that automatically fill with relevant materials as you work. Zotero can optionally synchronize your data across devices, keeping your notes, files, and bibliographic records seamlessly up to date. If you decide to sync, you can also always access your research from any web browser. Zotero lets you co-write a paper with a colleague, distribute course materials to students, or build a collaborative bibliography. You can share a Zotero library with as many people you like, at no cost.
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    Imubit

    Imubit

    Imubit

    Imubit’s AI platform delivers real-time, closed-loop process optimization for heavy-process industries by combining a dynamic process simulator, reinforcement-learning neural controller, and performance dashboards. The dynamic simulator is trained on years of historical plant data and guided by first principles to build a virtual model of the true process, enabling what-if simulation of variable relationships, constraint changes, and operating strategy shifts. The reinforcement-learning controller, trained offline with millions of trial-and-error scenarios, is then deployed to optimize control variables continuously, maximizing margins while respecting safe-operating constraints. Live dashboards track model availability, engagement, uptime and offer interactive visualizations of bound values, operational limits, and KPI trends. Use cases include aligning economic strategy with real-time operations and detecting process degradation.
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    AUTOSOL

    AUTOSOL

    AUTOSOL

    AUTOSOL’s software platform is designed to unify industrial data communications by securely collecting, accessing, and sharing real-time, historical, and edge data from industrial devices and control systems into a centralized, actionable information stream. The core is AUTOSOL Communication Manager, an advanced multi-protocol polling engine and OPC server that connects with diverse field devices (RTUs, PLCs, meters) in their native protocols and delivers standardized data to SCADA systems, HMIs, databases, and analytics tools for operational visibility and control. It supports multiple telemetry types concurrently and bridges legacy systems with modern IIoT devices, enabling organizations to extend the life of existing infrastructure while adopting new technologies for enhanced performance.
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    SymphonyAI Industrial
    AI-powered smart manufacturing platform. Connect your people, assets, and processes to make your operations smarter with predictive and generative AI. Seamlessly connect people, assets, and systems in one ecosystem for reliable execution, high-speed automation, and anticipation of events. Next-generation predictive and generative intelligence are built into SymphonyAI solutions to reduce machine faults, cut downtime, decrease maintenance budgets, improve energy efficiency, and optimize plant performance. SymphonyAI’s Smart Manufacturing platform translates data into actionable insights, giving you comprehensive, real-time visibility into business and plant operations with predictive intelligence spanning from individual components to entire enterprises
  • 44
    Qubrid AI

    Qubrid AI

    Qubrid AI

    Qubrid AI is an advanced Artificial Intelligence (AI) company with a mission to solve real world complex problems in multiple industries. Qubrid AI’s software suite comprises of AI Hub, a one-stop shop for everything AI models, AI Compute GPU Cloud and On-Prem Appliances and AI Data Connector! Train our inference industry-leading models or your own custom creations, all within a streamlined, user-friendly interface. Test and refine your models with ease, then seamlessly deploy them to unlock the power of AI in your projects. AI Hub empowers you to embark on your AI Journey, from concept to implementation, all in a single, powerful platform. Our leading cutting-edge AI Compute platform harnesses the power of GPU Cloud and On-Prem Server Appliances to efficiently develop and run next generation AI applications. Qubrid team is comprised of AI developers, researchers and partner teams all focused on enhancing this unique platform for the advancement of scientific applications.
    Starting Price: $0.68/hour/GPU
  • 45
    PsycInfo

    PsycInfo

    American Psychological Association

    The premier abstracting and indexing database covering the behavioral and social sciences from the authority in psychology. Institutional access to APA PsycInfo provides a single source of vetted, authoritative research for users across the behavioral and social sciences. Students and researchers enjoy seamless access to full-text, cutting-edge, and historical content, intuitive search tools to aid in finding research for papers and class assignments, and citations in APA Style® within a centralized, essential source of credible psychology research. For over 55 years, APA PsycInfo has been the most trusted index of psychological science in the world. With more than 5,000,000 interdisciplinary bibliographic records, our database delivers targeted discovery of credible and comprehensive research across the full spectrum of behavioral and social sciences. This indispensable resource continues to enhance the discovery and usage of essential psychological research.
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    Outread

    Outread

    Outread

    Read article summaries from top research including, Nature, Science and Journal of Business Research. Click on keywords to see definitions, images and videos to help you better understand the concept. Listen to podcasts from top researchers sharing exclusive insights into interesting ideas. Watch videos of research articles to better grasp the concept visually.
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    Embase

    Embase

    Elsevier

    Improve your biomedical research with the world’s most comprehensive biomedical literature database. More biomedical evidence by searching comprehensive, relevant, and up-to-date biomedical research. Create systematic searches and automate query building using intuitive search forms. Uncover drug-disease relationships and drug-drug interactions, manually curated from deep indexing. The accelerated pace of biomedical research and development demands comprehensive information. You anticipate risk by assessing everything that is known. You track safety to meet regulations. You uncover connections to push innovations. Embase is a unique medical literature database where comprehensive goes beyond content. With Emtree indexing of full-text content and dedicated search terms, you find all relevant and current results. This includes information that may not be uncovered in other databases. Scroll down to find out why regulatory agencies recommend Embase in their best practice guidelines.
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    SciPub+

    SciPub+

    SciPub+

    SciPub+ is designed by active researchers and scientists who understand the unique needs of academic writing. The assistants "speak your language" and are tailored to the workflow and conventions of scholarly publishing. Say goodbye to generic writing tools, SciPub+ was created specifically for researchers, by researchers. Our AI-powered assistants boost your productivity by automating repetitive writing tasks. By structuring academic articles into forms and workflows, SciPub+ overcomes writer’s block and reduces unnecessary rewriting. The AI guides you through key sections like the introduction, methods, results, and discussion to create a logical flow. Each of the 10 assistants focuses on a key stage of academic writing and is designed based on proven techniques. Whether you need help crafting a compelling thesis, structuring your lit review, or strengthening your conclusions, our assistants incorporate academic best practices to elevate your work.
    Starting Price: €10 per month
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    Seqera

    Seqera

    Seqera

    ​Seqera is a bioinformatics platform developed by the creators of Nextflow, designed to streamline and enhance the management of scientific data analysis workflows. It offers a comprehensive suite of tools, including the Seqera Platform for orchestrating scalable data pipelines, Seqera Pipelines for accessing a curated collection of open source workflows, Seqera Containers for simplifying container management, and Seqera Studios for interactive data analysis environments. It supports seamless integration with various cloud and on-premises infrastructures, ensuring reproducibility and compliance in scientific research. Integrate Seqera into existing on-premises systems and cloud platforms like AWS, GCP, and Azure, with no forced migrations. Maintain full control over data residency and scale globally, without compromising security or performance.
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    SiaSearch

    SiaSearch

    SiaSearch

    We want ML engineers to worry less about data engineering and focus on what they love, building better models in less time. Our product is a powerful framework that makes it 10x easier and faster for developers to explore, understand and share visual data at scale. Automatically create custom interval attributes using pre-trained extractors or any other model. Visualize data and analyze model performance using custom attributes combined with all common KPIs. Use custom attributes to query, find rare edge cases and curate new training data across your whole data lake. Easily save, edit, version, comment and share frames, sequences or objects with colleagues or 3rd parties. SiaSearch, a data management platform that automatically extracts frame-level, contextual metadata and utilizes it for fast data exploration, selection and evaluation. Automating these tasks with metadata can more than double engineering productivity and remove the bottleneck to building industrial AI.