Alternatives to Signals Notebook
Compare Signals Notebook alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Signals Notebook in 2026. Compare features, ratings, user reviews, pricing, and more from Signals Notebook competitors and alternatives in order to make an informed decision for your business.
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SciSure
SciSure
SciSure is dedicated to transforming laboratories worldwide with innovative digital solutions. We offer a comprehensive Digital Lab Platform (DLP), which integrates the Electronic Lab Notebook (ELN), Laboratory Information Management Systems (LIMS), machine learning, and AI. Our platform is designed to seamlessly integrate with your lab’s equipment and software, offering flexibility, security, and exceptional efficiency. By centralizing and optimizing all your research and process development workflows in a compliant environment, we empower researchers to focus on making ground-breaking discoveries. Our team of lab digitalization specialists is here to support you throughout your digitalization journey. -
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SciNote
SciNote
SciNote is a cloud-based electronic lab notebook (ELN) with built-in inventory, compliance, & team management tools. It is trusted by the FDA, USDA, European Commission, and 100K+ scientists in over 100 countries. Each premium plan comes with top-rated customer support, and a customer success manager who will work closely with you to ensure successful onboarding and implementation. SciNote provides a top-rated set of data management functionalities, such as inventory tracking & management, protocol & SOP management, compliance (CFR 21 part 11 & GxP), team management & collaboration, integrations and API, project management, safety & security of data and more. SciNote is based in Middleton, WI, USA, with offices in Europe. -
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Labguru
Cenevo
Labguru is a secure, cloud-based Electronic Lab Notebook (ELN), LIMS and informatics platform which offers a complete solution for life science research and industry. It records and manages laboratory data and inventory, includes molecular biology tools and chemistry tools, enables automation of the lab, insight into lab data making labs run more efficiently. With Labguru, scientists can design experiments and workflows, capture structured and unstructured data, manage projects, and share their work. Customizable experiment templates, integration of protocols, SOPs, and other cutting-edge features help to increase data quality, streamline workflows and reduce costs. Labguru is available on desktops and mobile devices via the cloud. Labguru is part of Holtzbrinck Publishing Group and serves over 100,000 scientists worldwide from startups, universities, research institutes up to some of the largest pharma companies. -
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FindMolecule
FindMolecule
FindMolecule is an innovative online inventory and ELN platform for chemists and biologists. It is used in labs all around the world to improve their efficiency. Great for structure searches, barcode scanning, health & safety, orders management and much more. The electronic lab notebook is the most intuitive on the market. Our inventory management software and our ELN are very intuitive. FindMolecule is built to satisfy the requirements of the most security-sensitive organizations. Link your inventory to your electronic lab notebook in one click! Use our innovative drawing application to search your products by structure. No more excel files is requiered! Reduce errors and eliminate waste time of manual recordkeeping using barcodes. Use our chemical inventory management system and facilitate your work with our advanced features: the multiscan module, the structure and substructure search, the “Order” section including an impressive database. -
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Sapio LIMS
Sapio Sciences
Sapio Sciences delivers the Sapio Platform, an agentic AI lab informatics platform that makes life in the lab easier and more productive for scientists. The unified, configurable, low code and scalable environment brings together Sapio LIMS, the market’s most advanced and flexible LIMS for automating research, diagnostics and manufacturing, Sapio ELaiN, the third generation AI lab notebook and scientific co scientist, and Sapio Scientific Data Cloud, the scientific data unification solution with built in organization, search, charting, tools and AI. Biopharma R&D, biotech, CRO and clinical diagnostics organizations use Sapio to run complex workflows and keep samples, experiments and data connected in one place instead of juggling disconnected systems. -
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Sapio Sciences
Sapio Sciences
Sapio Sciences delivers the Sapio Platform, an agentic AI lab informatics platform that makes life in the lab easier and more productive for scientists. The unified, configurable, low code and scalable environment brings together Sapio LIMS, the market’s most advanced and flexible LIMS for automating research, diagnostics and manufacturing, Sapio ELaiN, the third generation AI lab notebook and scientific co scientist, and Sapio Scientific Data Cloud, the scientific data unification solution with built in organization, search, charting, tools and AI. Biopharma R&D, biotech, CRO and clinical diagnostics organizations use Sapio to run complex workflows and keep samples, experiments and data connected in one place instead of juggling disconnected systems. -
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E-Notebook
PerkinElmer
It’s time to make your organization and its scientists more productive with our industry-leading e-notebook, the ideal user-friendly solution for data capturing, archiving, sharing, and protecting intellectual property. With this powerful and intuitive tool, you can drive enhanced collaboration, innovation, and productivity across your organization. Our E-Notebook solution for research and development provides a common workflow that embodies industry best practices for data capture, archiving, and intellectual property while creating a shareable archive to drive collaboration and innovation. There are specialized capabilities for chemistry, biology, formulations, and analytical workflow management, making it the perfect enterprise-wide solution for your organization. With E-Notebook you can more effectively plan, perform, and document experiments to avoid duplication of work and to maximize knowledge gained from experiments. -
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Arxspan
Arxspan
Arxspan's Electronic Lab Notebook is a fully integrated cloud platform for scientific data management that combines chemistry and biology data in one system. It is perfectly designed to enhance collaborative research across internal teams & external partners. Support for chemistry and biology experiments and workflows in single cloud ELN. Keyword, advanced, and chemical searching. Attachment and in-line editing for all Microsoft Office, image, and instrument files. Deployment in the private, secure Arxspan Cloud environment eliminates costly hardware acquisition, maintenance and IT overhead. Out of box integration with legacy electronic laboratory notebook systems. View and/or write sharing capabilities at notebook and project level. Configurable user role and permission hierarchies. Experiment signing and witnessing workflows. SAFE BioPharma compatibility for multi-factor capabilities. Support for validation of system and system updates. -
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Dotmatics
Dotmatics
Dotmatics is the global leader in R&D scientific software that connects science, data, and decision-making. Combining a workflow and data platform with best-of-breed applications, we offer the first true end-to-end solutions for biology, chemistry, formulations, data management, flow cytometry, and more. Trusted by more than 2 million researchers from the world’s leading biopharma, chemicals and materials enterprises, and academic institutions, we are dedicated to working with the scientific community to help make the world a healthier, cleaner and safer place to live. Learn more about our platform and products, including GraphPad Prism, Geneious, SnapGene, Protein Metrics, LabArchives, and more. -
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eLabNotes
Dima Engineering
eLabNotes™ – A Flexible and Powerful Electronic Lab Notebook eLabNotes™ is an electronic lab notebook (ELNB) that simplifies research workflows for scientists and teams. It offers tools for experiment recording, data management, and collaboration. Designed for scalability and customization, eLabNotes™ improves lab operations, data security, and research reproducibility. Key Features: * Synthesis module with templates, chemistry tools, and analytics integration. * Formulations module for dosage design, BOM setup, and audit trails. * Analytical module for sample management, automated results, and raw data attachment. * Stability management for protocol definition, scheduling, and reminders. * Inventory tracking for materials, equipment, and consumables. * Project monitoring for timelines, budgets, and milestones. * Custom dashboards tailored to roles like scientists and analysts. Get started with eLabNotes™ today and take your research to the next level! -
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Albert
Albert Invent
Meet Albert, the end-to-end platform that’s digitalizing materials science for the age of AI. From molecular design to industrial production, we've lived the challenges of chemical innovation. Albert is built and implemented by industry veterans to meet the real-world needs of chemists, for today's challenges and tomorrow's innovations. Break down the silos in your R&D processes with Albert’s end-to-end platform. By combining ELN, LIMS, AI/ML, automated SDS generation, and other capabilities, Albert creates a unified flow of knowledge throughout R&D that enables innovation. Equip every scientist in your organization with the power of AI. Albert's specialized AI is trained like a chemist to optimize formulations and accelerate experiments, so you can get new products to market more than 50% faster. Our intuitive design and collaborative implementation, rooted in our own lab experience, ensure seamless integration into your workflows. -
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BIOVIA ONE Lab
Dassault Systèmes
BIOVIA ONE Lab is a comprehensive laboratory informatics solution designed to streamline workflows, enhance collaboration, and accelerate research across various scientific domains. It provides a unified environment for managing all laboratory data and processes, enabling scientists to make better decisions faster. ONE Lab is leveraged by companies across multiple industries, including Life Sciences, Consumer Packaged Goods, Energy & Materials, and more. It can be deployed across Research, Development, and QA/QC, with the flexibility to meet the specific needs of scientists in each domain. It manages samples, experiments, data, inventory, equipment, and workflows, integrating with a wide range of laboratory instruments and software to connect existing systems and data seamlessly. ONE Lab removes artificial barriers between ELN, LIMS, LES, equipment integration, and inventory management by employing a single data model across all functional areas. -
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ScienceDesk
ScienceDesk
ScienceDesk data automation demystifies the use of artificial intelligence in materials sciences. A practical tool for your team to add and apply the newest AI algorithms on an everyday basis. Customizable properties, universal identifiers, QR-codes and a powerful textual-numeric search engine that links sample and experimental data. ScienceDesk is an innovative platform for scientists and engineers to interact with, collaborate on and obtain insights into their experimental data. Unfortunately, the potential of this asset is not fully exploited due to the variety of data formats and the strong dependence on experts to manually extract specific information. The ScienceDesk research data management system solves this problem by combining documentation and data analysis in a cleverly-engineered data structure. Researchers and scientists are empowered by our algorithms to gain total control of their data. They can not only share datasets, but even the analysis know-how. -
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Sapio ELN
Sapio Sciences
Sapio ELN is an electronic lab notebook that flexes to the needs of every scientific experiment by combining a built-in AI assistant, science-aware tools, no-code configurability, and powerful data integration and visualization into one unified platform. Its ELaiN chat assistant lets scientists create and configure experiments, manage consumables, integrate and query data, visualize results, optimize DNA sequences, and even generate custom code, all via natural-language conversation. The ELN includes an advanced molecular biology toolkit (CRISPR design, plasmid and compound design, PCR primer design, vector modification, genome browser), reusable experiment templates, free-form note taking, instrument integrations, real-time collaboration, and built-in statistical calculations. Science-aware searching lets users find structured and unstructured data, including substructure and similarity compound queries, and instantly generate interactive, scientific visualizations without SQL. -
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LabCloud
LabCloud
LabCloud™ is dramatically changing the world of lab informatics. Integration is fundamental to a successful operation and effective research. LabCloud™ provides a fully integrated platform that allows R&D organizations to better manage research pipelines. Drive innovation while reducing operational expenditures, increasing laboratory compliance, and improving transparency. LabCloud’s Lab Notebook provides scientists with state-of-the-art tools in order to manage all of your information in one place. Full inventory management, item & instrument management, linked to Lab Notebook. Access to dozens of vendors, links directly to inventory, process orders and invoices, plus export to your accounting system. Access your data in a safe and compliant environment. LabCloud's unique software platform allows unparalleled control over data traditionally residing in isolated data silos. Having precise data control enables informed decision-making while ensuring compliance with industry standards.Starting Price: $7,500 per year -
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LabVantage
LabVantage
Productive, efficient labs operate on the LabVantage platform – a combination of laboratory information management system (LIMS), electronic lab notebook (ELN), lab execution system (LES), and scientific data management system (SDMS). Intelligently deployed via zero-footprint web browser-based user interface, LabVantage is available for enterprises of all sizes, as pre-packaged solutions for specific industries, and via on-premise, cloud-hosted, or SaaS implementations. Our solutions help lab managers, scientists, and technicians better manage everything: from instruments and materials to experiments and reports to regulatory compliance and data integrity. A recognized leader in enterprise laboratory software solutions, LabVantage Solutions dedicates itself to improving customer outcomes by transforming data into knowledge. -
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BIOVIA Notebook
Dassault Systèmes
BIOVIA Notebook is a flexible and easy-to-use electronic lab notebook designed to streamline data capture, intellectual property protection, and information sharing for scientific organizations. It offers a high degree of flexibility for electronic data capture, accommodating both small to mid-size companies and large global enterprises. It features a flexible experiment editor that allows users to record experiments quickly and easily, working with text, images, documents, chemical structures, analytical data, and more. Its powerful search functionality enables users to easily store, search, and share entries from any location. BIOVIA Notebook includes built-in e-signatures and workflow reminders to ensure maximum IP protection and regulatory compliance. Access control is managed through versatile permissions based on project and group memberships, allowing configurations to range from open to locked-down as required. -
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Signals Research Suite
PerkinElmer Informatics
Secure and scalable, the Suite features a modern, intuitive interface that offers scientists complete control in configuring workflows for every technique, modality, and data type. Signals VitroVivo 3.0 (formerly Signal’s Screening) easily transforms raw data into actionable results and Signals Inventa 3.0 (formerly Signals Lead Discovery) is the next-gen analytics software that enables researchers to seamlessly publish results from disparate data sources. Experimental data capture, materials management, and collaboration workflows in a user-friendly cloud-based electronic notebook. Flexible visual and automatable instrument data processing to drive data quality and reproducibility. Unified data management for scientific results combined with rich interactive analytics. Extensibility to integrate with internal and partner systems and processes. -
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StackWave
StackWave
StackWave's Laboratory Information Management System (LIMS), Electronic Laboratory Notebook (ELN), and Scientific Data Management System (SDMS) are modern, flexible, and innovative software solutions that will increase the overall efficiency of your laboratory. Let the team at StackWave help you automate all of your tedious scientific processes so your team can focus on what really matters. StackWave's laboratory software is the perfect fit for labs in any industry and of any size. Our solutions support a diverse range of processes. We've worked with teams at fledgling biotechs, large pharmaceutical companies, and everything in between. Leveraging the latest in web, database, and software technologies, the StackWave LIMS is the most modern laboratory information management system available. Built on StackWave’s proven software infrastructure, the StackWave LIMS provides the flexibility, reliability, and performance to meet your most demanding information management challenges. -
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L7|ESP
L7 Informatics
L7 Enterprise Science Platform (L7|ESP®) is a unified platform that contextualizes data and eliminates business silos via process orchestration. It's a comprehensive solution that facilitates the digitalization of data and scientific processes in life sciences organizations. L7|ESP has native applications, including L7 LIMS, L7 Notebooks, L7 MES, L7 Scheduling, and more. It can integrate with existing third-party applications, lab instruments, and devices to capture all data in a single data model. It has a low-code/no-code workflow designer and hundreds of pre-built connectors to enable rapid time-to-value and end-to-end automation. By leveraging a single data model, L7|ESP enables advanced bioinformatics, AI, and ML to offer novel scientific and operational insights. L7|ESP addresses data and lab management needs in life sciences, particularly in: ● Research and Diagnostics ● Pharma and CDMO ● Clinical Sample Management Resource Center: l7informatics dot com/resource-center -
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Agilent SLIMS
Agilent Technologies
From sample receipt to automated reporting, Agilent SLIMS manages all your samples, experiments, and results. SLIMS combines the best of a laboratory information management system (LIMS) and an electronic laboratory notebook (ELN) to enable end-to-end solutions that allow you to manage the full content and context of your laboratory. No matter how complex your lab, SLIMS can accommodate your needs. Using its intuitive interface, you can efficiently and comprehensively monitor your assets, quickly identify and address errors, and streamline your processes. The system can also be rapidly deployed, saving you time and effort even during setup. Our SLIMS engineers are the real subject matter experts in science and laboratory informatics. They understand your domain and your workflows. They have deployed many solutions for labs across the globe and will assist you during the different phases of the project with installation, validation and adjustment of the software to your needs. -
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Scispot
Scispot
Scispot powers life science labs with a unified LabOS™ platform, combining ELN, LIMS, SDMS, QMS, and AI in one configurable, no-code system. Built for CROs, Molecular Diagnostics, Pathology, Pharma QC, and Drug Discovery, Scispot streamlines sample management, inventory automation, and regulatory compliance. Connect with 200+ lab instruments and thousands of apps to eliminate data silos while maintaining FDA 21 CFR Part 11, GxP, GDPR, and HIPAA compliance. Scispot's AI tools transform experimental data into actionable insights, with flexible workflows that adapt as research evolves—without IT support. Trusted by 1000+ scientists globally, Scispot enables rapid deployment so teams focus on science, not administration. Accelerate discoveries, ensure compliance, and scale operations with a platform purpose-built for modern biotech innovation. -
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CDD Vault
Collaborative Drug Discovery
With CDD Vault, you can intuitively organize chemical structures and biological study data, and collaborate with internal or external partners through an easy to use web interface. Start your free trial and see first hand how easy it is to manage drug discovery data. Tailored for you Affordable Scales with your project team(s) Activity & Registration * Electronic Lab Notebook (ELN) * Visualization * Inventory * APIs * Secure Online Hosting -
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Labfolder
Labfolder
Drag & Drop all file formats into your electronic notebook and have your results side by side with your experimental procedure. Access your data anywhere in the world and download it from any computer. Import, preview, and extract Word and Excel files in Labfolder’s ELN. Work on these documents inside Labfolder while always keeping a copy of the original file. View images inside your lab notebook and take advantage of a vast array of annotation tools to always highlight what you want. Your annotations are stored on a separate layer, guaranteeing that your original image is always preserved. Your content does not need to be static once you create it. Drag and drop different elements within your entry to rearrange the layout. Labfolder is a browser-based ELN software and therefore compatible with all operating systems and most popular browsers. Access your data anywhere in the world and always be up to date with the latest developments of your research. -
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Deepnote
Deepnote
Deepnote is building the best data science notebook for teams. In the notebook, users can connect their data, explore, and analyze it with real-time collaboration and version control. Users can easily share project links with team collaborators, or with end-users to present polished assets. All of this is done through a powerful, browser-based UI that runs in the cloud. We built Deepnote because data scientists don't work alone. Features: - Sharing notebooks and projects via URL - Inviting others to view, comment and collaborate, with version control - Publishing notebooks with visualizations for presentations - Sharing datasets between projects - Set team permissions to decide who can edit vs view code - Full linux terminal access - Code completion - Automatic python package management - Importing from github - PostgreSQL DB connectionStarting Price: Free -
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RSpace
RSpace
Researchers need tools that enable effective capture, management and sharing of research data. These tools, moreover, must integrate with data storage platforms/applications, other research tools, from enterprise chat to domain-specific tools like protocols.io, and data repositories. RSpace, the Connected electronic notebook, is the only ELN designed to fit seamlessly into the research data infrastructure at modern research-driven universities. As an early stage biotech you need to make rapid progress towards your next milestone. You also need to capture and organize your research data to lay the foundation for longer term IP protection and effective presentation of results to collaborators and investors. RSpace connects with research tools and with other components of the research infrastructure, to ensure the data that researchers produce is not only captured, but also properly managed and eventually made publicly available for others to view, query and re-use.Starting Price: $120 per user per year -
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Logilab ELN
Agaram Technologies
Logilab® ELN is Agaram’s time-tested Electronic Lab Notebook (ELN) solution designed to make laboratories completely paperless by enabling them to record, execute & store their tests, experiments, and lab tasks in a secure secure central database. Logilab® ELN is used by laboratories conducting tests & experiments across various scientific fields, and by researchers/organizations involved in project & product development in regulated and non-regulated industries. It ensures that laboratory organizations can aim to achieve higher productivity, better quality and compliance to various statutory compliance standards as well as Good Lab Practices (GxP) principles of data integrity. It helps labs with the following: • Simple interface to design lab templates for tasks & experiments. • Dynamic Inventory Management • User-configured dynamic reports & document creation. • Automate instrument data captureStarting Price: $30 / Month / User -
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LabRelations
LabRelations
LabRelations is a modern, configurable laboratory platform built to centralize and streamline scientific and test workflows by combining core modules, including LIMS (Laboratory Information Management System), ELN (Electronic Lab Notebook), CTMS (Clinical Trial Management System) and EDC (Electronic Data Capture), into a single system that supports everything from sample tracking and experiment documentation to study management and regulatory-grade reporting while reducing manual work, errors and data silos; it lets labs store all data in one place, define rule-based workflows and automations, connect instruments and external systems, enforce full audit trails and compliance (such as GxP, 21 CFR and versioned controls), and configure objects, forms, views and permissions to fit specific lab needs, while enabling cross-functional collaboration and real-time visibility from discovery and quality control to clinical research and complex regulated environments. -
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Avogadro
Avogadro
Avogadro is an advanced molecule editor and visualizer designed for cross-platform use in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas. It offers flexible high quality rendering and a powerful plugin architecture. Avogadro is a free, open-source molecular editor and visualization tool, designed for use on Mac, Windows, and Linux in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas. It offers flexible high quality rendering and a powerful plugin architecture. -
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WeLIMS
WeLIMS
WeLIMS is the LIMS for small companies. Small companies might not have the budget for a LIMS but they still need to be organized and efficient in the Quality Control area. WeLIMS is a simple and efficient LIMS or Quality Control software. WeLIMS contains all you need to get started right now! Methods Management, Product Management, and Quality Control. You can say goodbye to your Notebooks and Excel spreadsheets! WeLIMS will take care of maintaining your product data and your QC data safely! With WeLIMS you can set the right level of authorization in your organization. Predefined roles for Product specifications management, Recipes management or Quality Control are already set up. Workflows make everyone collaborate efficiently and seamlessly.Starting Price: $30/month/user -
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BIOVIA Materials Studio
Dassault Systèmes
BIOVIA Materials Studio is a comprehensive modeling and simulation environment designed to enable researchers in materials science and chemistry to predict and understand the relationships between a material’s atomic and molecular structure and its properties and behavior. Utilizing an "in silico first" approach allows for the optimization of material performance in a cost-effective virtual setting prior to physical testing. It supports a wide range of materials, including catalysts, polymers, composites, metals, alloys, pharmaceuticals, batteries, and more. It offers tools for quantum, atomistic, mesoscale, statistical, analytical, and crystallization simulations, facilitating the design of advanced materials across various industries. Features include the ability to accelerate innovation, reduce R&D costs through virtual screening, and improve efficiency by automating best practices within Pipeline Pilot. -
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Edison Analysis
Edison Scientific
Edison Analysis is a next-generation scientific data-analysis agent built by Edison Scientific. It is the analytical engine underpinning their AI Scientist platform, Kosmos, and it’s available both on Edison’s platform and via API. Edison Analysis performs complex scientific data analysis by iteratively building and updating Jupyter notebooks in a dedicated environment; given a dataset plus a prompt, the agent explores, analyzes, and interprets the data to provide comprehensive insights, reports, and visualizations, very much like a human scientist. It supports execution of Python, R, and Bash code, and includes a full suite of common scientific-analysis packages in a Docker environment. Because all work is done within a notebook, the reasoning is fully transparent and auditable; users can inspect exactly how data was manipulated, which parameters were chosen, how conclusions were drawn, and can download the notebook and associated assets at any time.Starting Price: $50 per month -
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Docollab
Docollab
Research makes the world better, you deserve better research tools. LIMS and ELN: collaboration, project management, tasks, documents and spreadsheets with revision history and 100% compliant and backed up across all devices. Today's researchers hack their research process using standalone programs, note-taking on OneNote pasted into MS Word and Excel, sharing files via Dropbox, project management tools like Asana, then printing everything into a binder for PI and company compliance. Since 2007 Docollab has worked with leading organizations and institutions, under stringent workflow and compliance requirements, to create the most intuitive and robust platform for all your research needs whether you're an individual, small research team or a multi-national corporation. Intuitive structure to manage, maintain, and archive everything in one place (Electronic Lab Notebook). Structure your work, projects and files into folders and sub-folders.Starting Price: $25 per month -
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NobleAI
NobleAI
NobleAI enables companies to accelerate the development of better-performing, more environmentally sustainable, and reliably sourced chemical & material products. At NobleAI, we believe that materials science and chemistry are key to building a sustainable world and that AI is essential to unlock this potential. NobleAI’s science-based AI is a powerful fusion of novel artificial intelligence techniques and all available scientific knowledge, optimized for product development. This combination of data-driven insights and scientifically guided design delivers much higher levels of accuracy with far less data and training time. This delivers deeper insights while exhibiting greater transparency, interpretability, and scientific fidelity. -
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IGOR
IGOR
IGOR is a secure, cloud-based Electronic Lab Notebook (ELN)+LIMS platform. It consolidates your research data into a single, searchable location to improve efficiency, ensure data integrity, & enhance accessibility. IGOR features an ELN with integrated digital signatures for review & approval workflows. It standardizes documentation processes, offers comprehensive file & SOP management, & customizable templates, making research documentation well-organized & efficient. IGOR’s inventory can track all your inventory items, including their usage in experiments, relationships to other samples, & storage locations. An integrated mobile app allows users to capture observations or scan hand-written notes for upload to ELN entries. The IGOR workspace is optimized for fast & easy setup, with a user-friendly, ready-to-use framework, customizable to each lab’s workflows. Custom user roles & permissions facilitate secure data sharing & collaboration between internal teams & external partners.Starting Price: $30/user/month -
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Oracle Machine Learning
Oracle
Machine learning uncovers hidden patterns and insights in enterprise data, generating new value for the business. Oracle Machine Learning accelerates the creation and deployment of machine learning models for data scientists using reduced data movement, AutoML technology, and simplified deployment. Increase data scientist and developer productivity and reduce their learning curve with familiar open source-based Apache Zeppelin notebook technology. Notebooks support SQL, PL/SQL, Python, and markdown interpreters for Oracle Autonomous Database so users can work with their language of choice when developing models. A no-code user interface supporting AutoML on Autonomous Database to improve both data scientist productivity and non-expert user access to powerful in-database algorithms for classification and regression. Data scientists gain integrated model deployment from the Oracle Machine Learning AutoML User Interface. -
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IDBS E-WorkBook
IDBS
IDBS E-WorkBook is the world’s best-in-class informatics platform for scientific research and discovery. Its flexibility can meet the demands of your industry and those of various business units in your organization today, and can rapidly adapt and scale to meet whatever requirements you may have tomorrow. ELN, LIMS and other legacy software have played an important role in many research projects but their limitations hamper data visibility, obstructs collaboration which hinders further innovations and progress. Combining the very best functionalities of lab-based informatics E-WorkBook goes beyond traditional lab management software, providing cutting-edge data capture and analysis tools, job requesting and management, inventory management, and biology and chemistry functionality. E-WorkBook captures all the information scientists generate and stores it in the cloud. Any system or database used in a lab can be seamlessly ‘plugged in’ or integrated. -
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Protect AI
Protect AI
Protect AI performs security scans on your ML lifecycle and helps you deliver secure and compliant ML models and AI applications. Enterprises must understand the unique threat surface of their AI & ML systems across the lifecycle and quickly remediate to eliminate risks. Our products provide threat visibility, security testing, and remediation. Jupyter Notebooks are a powerful tool for data scientists to explore data, create models, evaluate experiments, and share results with their peers. The notebooks contain live code, visualizations, data, and text. They introduce security risks and current cybersecurity solutions do not work to evaluate them. NB Defense is free to use, it quickly scans a single notebook or a repository of notebooks for common security issues, identifies problems, and guides your remediation. -
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Microsoft Discovery
Microsoft
Microsoft Discovery is a new agentic platform designed to revolutionize research and development (R&D) by empowering scientists and engineers with AI-driven collaboration and high-performance computing (HPC). Built on Azure, this platform enables researchers to work alongside specialized AI agents that help accelerate the discovery process through advanced knowledge reasoning, hypothesis formulation, and experimental simulations. The platform's graph-based knowledge engine facilitates complex, contextual reasoning over vast amounts of scientific data, promoting transparency and accountability while speeding up the discovery cycle. By automating and enhancing research tasks, Microsoft Discovery offers an extensible, enterprise-ready solution that integrates seamlessly with existing tools and datasets. -
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iVention Lab Execution System (iLES)
iVention
Create seamless data integration and world-class informatics management. iLES is a one-stop communication, documentation, storage and workflow hub for your whole organization, all in real time. iLES has the capabilities of LIMS (Lab Information System), ELN (Electronic Lab Notebook), SDMS (Scientific Data Management System), and DMS (Data Management System). But no matter which digital stage your lab is ready to embark on or which system your lab is ready to replace, iLES uses vendor-neutral technologies to help integrate your islands of data. You will only need to access one system, iLES, to take care of all your lab's needs and communications for all users. Rapid feature release and automated upgrades. Securely access information anywhere in the world using any device with Internet connection. Vendor-neutral technology helps to transform laboratories into tightly integrated paperless environments. -
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Metaflow
Netflix
Successful data science projects are delivered by data scientists who can build, improve, and operate end-to-end workflows independently, focusing more on data science, less on engineering. Use Metaflow with your favorite data science libraries, such as Tensorflow or SciKit Learn, and write your models in idiomatic Python code with not much new to learn. Metaflow also supports the R language. Metaflow helps you design your workflow, run it at scale, and deploy it to production. It versions and tracks all your experiments and data automatically. It allows you to inspect results easily in notebooks. Metaflow comes packaged with the tutorials, so getting started is easy. You can make copies of all the tutorials in your current directory using the metaflow command line interface. -
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Labii ELN & LIMS
Labii
User-friendly, fully customizable Electronic Lab Notebook and Laboratory Information Management System. Adding a record of your work is as simple as completing a form. The form fields are fully customizable. A record consists of multiple sections. Complete the details of each section by typing or uploading your own files. Once records are added, they can be managed in the list view. Labii provides several default features to help you document, manage, and interpret your data. External data can be imported into Labii. Labii supports *.tsv, *.xlsx files. Labii does not have any request on the number of columns. You will have options to match the headers with fields in Labii. Please use the first row as headers. We received a lot of requests to create all different kinds of exports, and here is the updated version.Starting Price: $10 per 100G per month -
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ExoMatter
ExoMatter
The ExoMatter Platform for Materials R&D offers easily searchable, AI-enriched data for scientific materials screening. Searching simultaneously by chemical, physical, mechanical, sustainability and cost properties, ExoMatter identifies the most viable candidates for any product, and empowers scientists to run custom simulations with them. Designed by material scientists for material scientists, ExoMatter enables the focus on innovative, cost-effective inorganic material candidates for any product, allows efficiency in the lab and prepares the ground for a sustainable world. Founded in 2022 as a spin-off from the German Aerospace Center, ExoMatter has worked with leading companies like Bosch Siemens Hausgeräte (BSH), Infineon, and Airbus. -
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Google Colab
Google
Google Colab is a free, hosted Jupyter Notebook service that provides cloud-based environments for machine learning, data science, and educational purposes. It offers no-setup, easy access to computational resources such as GPUs and TPUs, making it ideal for users working with data-intensive projects. Colab allows users to run Python code in an interactive, notebook-style environment, share and collaborate on projects, and access extensive pre-built resources for efficient experimentation and learning. Colab also now offers a Data Science Agent automating analysis, from understanding the data to delivering insights in a working Colab notebook (Sequences shortened. Results for illustrative purposes. Data Science Agent may make mistakes.) -
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Vertex AI Notebooks
Google
Vertex AI Notebooks is a fully managed, scalable solution from Google Cloud that accelerates machine learning (ML) development. It provides a seamless, interactive environment for data scientists and developers to explore data, prototype models, and collaborate in real-time. With integration into Google Cloud’s vast data and ML tools, Vertex AI Notebooks supports rapid prototyping, automated workflows, and deployment, making it easier to scale ML operations. The platform’s support for both Colab Enterprise and Vertex AI Workbench ensures a flexible and secure environment for diverse enterprise needs.Starting Price: $10 per GB -
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Vectice
Vectice
Enabling all enterprise’s AI/ML initiatives to result in consistent and positive impact. Data scientists deserve a solution that makes all their experiments reproducible, every asset discoverable and simplifies knowledge transfer. Managers deserve a dedicated data science solution. to secure knowledge, automate reporting and simplify reviews and processes. Vectice is on a mission to revolutionize the way data science teams work and collaborate. The goal is to ensure consistent and positive AI/ML impact for all organizations. Vectice is bringing the first automated knowledge solution that is both data science aware, actionable and compatible with the tools data scientists use. Vectice auto-captures all the assets that AI/ML teams create such as datasets, code, notebooks, models or runs. Then it auto-generates documentation from business requirements to production deployments. -
47
Schrödinger
Schrödinger
Transform drug discovery and materials research with advanced molecular modeling. Our physics-based computational platform integrates differentiated solutions for predictive modeling, data analytics, and collaboration to enable rapid exploration of chemical space. Our platform is deployed by industry leaders worldwide for drug discovery, as well as for materials science in fields as diverse as aerospace, energy, semiconductors, and electronics displays. The platform powers our own drug discovery efforts, from target identification to hit discovery to lead optimization. It also drives our research collaborations to develop novel medicines for critical public health needs. With more than 150 Ph.D. scientists on our team, we invest heavily in R&D. We’ve published over 400 peer-reviewed papers that demonstrate the strength of our physics-based approaches, and we’re continually pushing the limits of computer modeling. -
48
Anaconda
Anaconda
Empowering the enterprise to do real data science at speed and scale with a full-featured machine learning platform. Spend less time managing tools and infrastructure, so you can focus on building machine learning applications that move your business forward. Anaconda Enterprise takes the headache out of ML operations, puts open-source innovation at your fingertips, and provides the foundation for serious data science and machine learning production without locking you into specific models, templates, or workflows. Software developers and data scientists can work together with AE to build, test, debug, and deploy models using their preferred languages and tools. AE provides access to both notebooks and IDEs so developers and data scientists can work together more efficiently. They can also choose from example projects and preconfigured projects. AE projects are automatically containerized so they can be moved between environments with ease. -
49
AQChemSim
SandboxAQ
AQChemSim is a cloud-native platform developed by SandboxAQ that leverages Large Quantitative Models (LQMs) grounded in physics and chemistry to revolutionize materials discovery and optimization. By integrating Density Functional Theory (DFT), Iterative Full Configuration Interaction (iFCI), Generative AI, Bayesian Optimization, and Chemical Foundation Models, AQChemSim enables high-fidelity simulations of molecular and material behaviors under real-world conditions. AQChemSim's capabilities include predicting performance under various stresses, accelerating formulation through in silico testing, and exploring sustainable chemical processes. Notably, AQChemSim has demonstrated significant advancements in battery technology by reducing lithium-ion battery end-of-life prediction time by 95%, achieving 35x greater accuracy with 50x less data. -
50
Kaggle
Kaggle
Kaggle offers a no-setup, customizable, Jupyter Notebooks environment. Access free GPUs and a huge repository of community published data & code. Inside Kaggle you’ll find all the code & data you need to do your data science work. Use over 19,000 public datasets and 200,000 public notebooks to conquer any analysis in no time.
