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Summary Profile: Level 4 “Really FAIR”
Level 4 - Capabilities
Additionally to level 3 capabilities, FAIR data is prevalent across across departments and divisions, with consistent use of persistent identifiers, controlled vocabularies for key domains and business areas. Data is described in cross-domain models, and applying enterprise-level metadata standards. FAIR tools enable automated data exploration and reuse.
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Facilitated regulatory compliance and auditing. Interoperability enables data-set integration. Data exchange across functions enabled insight generation (e.g., competitive intelligence, market access, clinical development), and quality AI training data sets for LLM.
Level 4 - Questions to ask
Are the metadata “grounded” in shared vocabularies?
Does the data and metadata make relaxed use of ontologies and vocabularies that are themselves, FAIR?
(WIP input needed): questions that speak to other dimensions
Level 4 - FAIR data
One can find "FAIR" data across departments and divisions in an organization.
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