Setting the Global Benchmark for Research Integrity
UniGRID Global Foundation develops, promotes, and harmonises international standards that underpin rigorous clinical research, data science, and healthcare technology across 50+ countries.
Why Standards Matter in Global Research
Inconsistent methodologies, fragmented data formats, and divergent regulatory frameworks create barriers to scientific progress. UniGRID bridges these gaps by convening global experts to develop consensus-based standards that enable reproducibility, interoperability, and trust in clinical research worldwide.
A Comprehensive Architecture for Research Excellence
Our standards framework spans the full research lifecycle — from protocol design and data collection through analysis, reporting, and dissemination — ensuring quality and consistency at every stage.
Clinical Data Standards
Harmonised data models, terminology, and exchange formats that enable seamless data sharing across institutions, sponsors, and regulators globally.
- CDISC alignment
- HL7 FHIR integration
- Controlled vocabularies
- Data provenance tracking
Methodological Standards
Evidence-based guidelines for study design, statistical analysis, and reporting that ensure reproducibility and scientific rigour across research disciplines.
- Adaptive trial design
- Estimand framework
- Missing data handling
- Multiplicity control
AI & Digital Health Standards
Governance frameworks and technical specifications for the responsible development, validation, and deployment of AI-driven tools in clinical and healthcare settings.
- AI model validation
- Bias assessment protocols
- Digital biomarker standards
- Real-world evidence frameworks
Regulatory Harmonisation
Collaborative initiatives with regulatory agencies worldwide to align submission requirements, reduce duplication, and accelerate the path from research to patient benefit.
- ICH guideline alignment
- Multi-regional submissions
- Regulatory science training
- Policy consultation
Expert Communities Driving Standards Development
Our working groups bring together leading researchers, clinicians, statisticians, technologists, and regulators to develop and maintain standards through open, consensus-based processes.
Clinical Data Science Working Group
Develops standards for clinical data collection, management, and exchange, with a focus on CDISC, FHIR, and real-world data interoperability.
Biostatistics & Methodology Working Group
Establishes best-practice guidelines for statistical analysis plans, adaptive designs, and estimand frameworks in clinical trials.
AI in Healthcare Working Group
Creates governance frameworks and validation standards for machine learning models and AI-driven decision support tools in clinical environments.
Digital Health & Wearables Working Group
Standardises digital biomarker collection, wearable device data integration, and remote patient monitoring protocols.
Regulatory Science Working Group
Facilitates dialogue between researchers and regulatory agencies to harmonise submission standards and advance regulatory science globally.
Global Health Equity Working Group
Develops standards that promote diversity, inclusion, and equity in clinical research design, participant recruitment, and data representation.
Enabling Standards Through Innovation
Beyond developing standards, UniGRID invests in the tools and infrastructure that make standards adoption practical, scalable, and sustainable for organisations of all sizes.
Open Standards Repository
A publicly accessible, version-controlled repository of all UniGRID standards documents, implementation guides, and conformance specifications.
Conformance Testing Suite
Automated tooling that enables organisations to validate their data systems and processes against UniGRID standards, reducing implementation burden.
Interoperability Sandbox
A shared testing environment where technology vendors and research organisations can validate cross-system data exchange against published standards.
Standards Education Portal
Curated learning pathways, webinars, and certification preparation resources that build standards literacy across the global research community.
Shape the Future of Research Standards
Standards are only as strong as the communities that build them. UniGRID welcomes contributions from researchers, clinicians, technologists, regulators, and industry professionals worldwide.
Join a Working Group
Contribute your expertise to one of our six active working groups and help shape consensus-based standards that impact global research practice.
Apply to JoinSubmit a Standards Proposal
Have an idea for a new standard or an improvement to an existing one? Submit a formal proposal through our open standards development process.
Submit ProposalBecome an Institutional Partner
Institutional partnerships provide sustained support for standards development and give your organisation a formal voice in our governance processes.
Partner With UsAdvancing Research Standards, Together
Whether you are a researcher, regulator, technologist, or institution, there is a place for you in the UniGRID standards community. Join us in building the infrastructure for global research excellence.