Software as a service (SAAS) services featuring software for collecting, managing, processing, validating, curating, and licensing data for use in artificial intelligence and machine learning systems; Providing on-line non-downloadable software for quality assurance, data annotation, metadata management, dataset organization, and provenance tracking; Providing temporary use of on-line non-downloadable software and applications for the creation, customization, management, and delivery of datasets for artificial intelligence, machine learning, and robotics applications; Providing online non-downloadable computer software platforms for use as a marketplace for facilitating the submission, management, licensing, and delivery of multimodal training data