Dotmatics
  • Platform

    Scientific Intelligence Platform

    AI-powered data management and workflow automation for multimodal scientific discovery

    Learn More

    Capabilities

    Adaptive Workflows

    Customize, automate, and scale your lab workflows

    Artificial Intelligence

    Leverage AI and ML to accurately predict scientific outcomes

    Material & Ontology Management

    Classify materials and manage entities with full traceability

    Luma Products

    BioGlyph Luma

    Next-gen protein design for complex biologics – integrating molecular modeling, registration, and production with seamless data traceability and precision.

    Geneious Luma

    Accelerated antibody discovery for sequence analysis, construct design, and lab execution—integrating the power of Geneious Prime and Geneious Biologics with Luma’s adaptive workflows.

    Lab Connect

    Automated lab data ingestion and modeling—connect instruments, structure scientific data, and streamline lab operations with seamless integration.

  • Solutions

    The State of Chemicals & Materials

    Uncover key trends shaping the chemicals and materials industry

    Read More

    Solutions

    Antibody & Protein Engineering

    Integrated registration, lab workflow and data management

    Flow Cytometry

    Automated flow data processing and auto-gating

    Industry

    Biology Discovery

    Chemistry R&D

    Chemicals and Materials

  • Products

    R&D Software for Scientists

    Review our comprehensive portfolio of products driving scientific breakthroughs for R&D innovation and collaboration.

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    BIOINFORMATICS

    SnapGene

    Geneious Prime

    Geneious Biologics

    CHEMINFORMATICS

    Vortex

    DATA ANALYSIS & VISUALIZATION

    Prism

    ELN

    ELN & Data Discovery Platform

    FLOW CYTOMETRY

    OMIQ

    FCS Express

    MULTIMODAL SCIENCE

    Scientific Intelligence Platform

    PROTEOMICS

    Protein Metrics

  • Resources

    Watch a Demo

    See Dotmatics in action with on-demand product tours and demos.

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    Blog

    Latest insights and perspectives to lead your R&D

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    Ebooks & White Papers

    News and discoveries from industry leaders

    Videos

    On-demand videos from industry topics to product demos

    Events

    Dotmatics Summit

    Upcoming Events & Webinars

  • Company

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Request Demo
Dotmatics
Request Demo
  • Platform

    Scientific Intelligence Platform

    AI-powered data management and workflow automation for multimodal scientific discovery

    Learn More

    Capabilities

    Adaptive Workflows

    Customize, automate, and scale your lab workflows

    Artificial Intelligence

    Leverage AI and ML to accurately predict scientific outcomes

    Material & Ontology Management

    Classify materials and manage entities with full traceability

    Luma Products

    BioGlyph Luma

    Next-gen protein design for complex biologics – integrating molecular modeling, registration, and production with seamless data traceability and precision.

    Geneious Luma

    Accelerated antibody discovery for sequence analysis, construct design, and lab execution—integrating the power of Geneious Prime and Geneious Biologics with Luma’s adaptive workflows.

    Lab Connect

    Automated lab data ingestion and modeling—connect instruments, structure scientific data, and streamline lab operations with seamless integration.

  • Solutions

    The State of Chemicals & Materials

    Uncover key trends shaping the chemicals and materials industry

    Read More

    Solutions

    Antibody & Protein Engineering

    Integrated registration, lab workflow and data management

    Flow Cytometry

    Automated flow data processing and auto-gating

    Industry

    Biology Discovery

    Chemistry R&D

    Chemicals and Materials

  • Products

    R&D Software for Scientists

    Review our comprehensive portfolio of products driving scientific breakthroughs for R&D innovation and collaboration.

    Explore All

    BIOINFORMATICS

    SnapGene

    Geneious Prime

    Geneious Biologics

    CHEMINFORMATICS

    Vortex

    DATA ANALYSIS & VISUALIZATION

    Prism

    ELN

    ELN & Data Discovery Platform

    FLOW CYTOMETRY

    OMIQ

    FCS Express

    MULTIMODAL SCIENCE

    Scientific Intelligence Platform

    PROTEOMICS

    Protein Metrics

  • Resources

    Watch a Demo

    See Dotmatics in action with on-demand product tours and demos.

    View Demos

    Resources

    All Resources

    Explore the resource library

    Blog

    Latest insights and perspectives to lead your R&D

    Case Studies

    How our customers are using Dotmatics

    Ebooks & White Papers

    News and discoveries from industry leaders

    Videos

    On-demand videos from industry topics to product demos

    Events

    Dotmatics Summit

    Upcoming Events & Webinars

  • Company

    COMPANY

    About Us

    Careers

    Contact Us

    COMPANY

    News & Media

    Partners

    Portfolio

    Latest News

Home pageFAQ Center

What are the FAIR data principles?

What are the FAIR data principles?

FAIR data principles are guidelines to improve the findability, accessibility, interoperability, and reusability of digital assets. 

These guidelines aim to maximize the usefulness of digital assets by mandating usability requirements that go beyond permission alone. Unlike other types of data which follow different principles like open data, FAIR data prioritizes usability over maximizing openness. These usability requirements optimize the impact of scientific data and promote its preservation and utility.

What are the requirements for FAIR data?

There are well-defined requirements for data to be considered FAIR. The data must be:

  • Defined and entered in online public records for the purpose of discovery and citation. 

  • Made accessible such that it can be opened, read, and processed. 

  • Recorded and presented in a way that can be understood and utilized.

Data management software can help keep your data FAIR compliant, allowing you to have access to all of your data, all of the time. That's the case with Dotmatics data management software. Our platform complies with all the FAIR principles, making it easy to uphold the integrity and utility of your hard-earned data. 

Why are the principles of FAIR important to data science?

Fair data principles aim to outline the ideal way that data should be stored and shared to optimize its utility to the entire research community. 

Whether it be raw data, workflows, analyses, or written publications, each phase of the research cycle produces information that can be invaluable to other researchers. However, until the development of FAIR data guidelines, only a few phases of the research cycle would regularly be made available publicly, and most often only as final publications. 

FAIR principles help to ensure that as much data as possible is made available to other researchers for its ongoing use and study. Data is the fuel for scientific research and development — and science is a collaborative process. As such, FAIR data principles empower scientists and researchers to benefit from each other's work.

Read more on FAIR Data Principles

what is assay development

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