Data annotation, comparison, segmentation, categorization, and evaluation services for others all in the nature of business data analysis for machine learning, large language models, and artificial intelligence; Technical business data analysis services in the fields of data annotation, comparison, segmentation, categorization, and evaluation; Business research and data analysis services in the field of machine learning, large language models, and artificial intelligence; Collection and analysis of quality metric data for the evaluation of large language models, machine learning, and artificial intelligence for business purposes; Providing business information in the field of machine learning, large language models, and artificial intelligence

design of computer-simulated models; design and development of benchmarks, evaluation frameworks, workflows, and testing environments for artificial intelligence models and AI agents; providing on-line non-downloadable software for training of models for artificial intelligence (AI), namely, software to train models from cyber data; providing temporary use of online non-downloadable software for use in evaluating, benchmarking, testing, analyzing, measuring and testing the performance and capabilities of artificial intelligence models and AI agents in enterprise; providing temporary use of online non-downloadable computer software for collecting, generating, and providing test data for machine learning model validation and testing; provision of data to assist in the evaluation and training of cyber models; providing online non-downloadable software for data labeling, data annotation, and data quality management, and data quality assurance; providing online non-downloadable software for machine learning model validation, integration, training, and testing; providing online non-downloadable software for machine learning model analysis, linking machine learning model inputs and outputs, and debugging machine learning models; computer security consultancy; computer security services in the nature of testing for and identifying vulnerabilities in programming code