fotis zygoulis
Experience 02 – Data Quality Is Risk Control is a design-stage interactive educational experience of Future Data Visual Lab. It examines how completeness, consistency, timeliness, reliability, contextual relevance and traceability can influence AI-enabled decision pathways. The component documents the educational concept, planned visual metaphor, learner controls, proposed guided scenarios and responsible-use boundary for the future experience. The experience is currently not a live product, operational assessment tool, risk scoring system, compliance service, audit tool, legal service, certification mechanism or automated decision-making service.