FAIR² Resources

Tools for Researchers

Metadata Templates
Start aligning your datasets with FAIR² using our ready-made templates.
Download Metadata Templates
Example Metadata
See how FAIR² metadata looks in practice with JSON-LD examples.
View Example Metadata
Compliance Validator
Check your datasets for FAIR² compliance and get actionable recommendations
Try the Metadata Validator

Guidance for Funders and Publishers

Overview of FAIR² Benefits
Learn how FAIR² can help you promote transparency, reproducibility, and ethical alignment in the projects you support or publish.
Download Overview PDF
Certification Guide
Understand how FAIR² Certification ensures datasets meet the highest standards for discoverability and usability.
Learn More About Certification Plans

Educational Materials

Quick Start Guide
Step-by-step instructions for aligning datasets with FAIR².
Download the Quick Start Guide
Webinars and Workshops
Join live sessions to learn how FAIR² can transform your data practices.
View Upcoming Events
Case Studies
Explore how FAIR² is being used to solve real-world challenges.
Read Case Studies

FAQ

What makes FAIR² different from FAIR?
FAIR² adds context-rich metadata, Responsible AI alignment, and AI-ready design.
Can I use FAIR² without certification?
Yes! The specification is open for everyone, but certification provides additional benefits.
What is the timeline for certification?
Certification is planned to launch in 2025.
Mailing Address
FAIR² @ SENSCIENCE

Avenue Tribunal-Federal 34
1005 Lausanne,
Switzerland
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info@fair2.ai