Article 10: Data and Data Governance Requirements
Article 10 establishes rigorous quality criteria for training, validation, and testing datasets used in high-risk AI models to prevent bias and ensure statistical relevance.
Binding European Union legislative enactment across all 27 Member States.
Calculated on consolidated global group turnover under Article 71 formulas.
Requires specialized corporate tech E&O riders for regulatory defense.
Codified Statutory Requirements & Clauses
Detailed clause-by-clause legal and engineering specifications under Article 10.
Appropriate data governance covering design choices, data collection processes, origin of data, and labeling/annotation methodology.
Examination of datasets for possible biases that could lead to discriminatory outcomes under EU or national law, and active bias correction.
Datasets must be relevant, sufficiently representative, and to the best extent possible, free of errors and complete in view of the intended geographical and demographic context.
Article 10 Technical Compliance Protocol
Complete this operational verification protocol to ensure engineering and organizational alignment with Article 10.