# Trade Mark Journal No.2025/050 12 December 2025

## UK00004302332 28 November 2025 (9,35,41,42)

EntityWorks Analytics

Class 9
  Downloadable and recorded software, data sets, databases, diagnostic tools and analytical systems for assessing, measuring, analysing and verifying AI perception, machine-side interpretation, entity representation, semantic stability and cross-model consistency; downloadable and recorded software for generating reports, diagnostics, scores, evaluations and insights relating to AI system perception and entity understanding.
Class 35
  Business advisory, consultancy and analysis services relating to AI perception, machine-side interpretation, entity representation, semantic stability, cross-model consistency and interpretive risk; business auditing and evaluation services for assessing AI system perception, representational accuracy and machine-side analytical outcomes; compilation and provision of business data, diagnostic metrics, reports and insights relating to AI perception and entity understanding.
Class 41
  Education, training and instructional services relating to AI perception, machine-side interpretation, entity representation, semantic stability, diagnostic methods, analytical frameworks and cross-model understanding; publication of educational materials, reports, tutorials and guidance in the fields of AI perception, machine-side analytics and entity understanding; organising and conducting workshops, seminars and training courses relating to machine-side analytical techniques and AI perception diagnostics.
Class 42
  Scientific and technological services, research, evaluation, auditing and analytical services relating to AI perception, machine-side interpretation, entity representation, semantic stability, cross-model consistency and interpretive risk; design, development and maintenance of software, data models, diagnostic tools and analytical systems for performing machine-side analysis of AI system perception and entity understanding; development of methodologies, frameworks and technical standards for machine-side analytics and cross-model interpretability.

EntityWorks Limited