Downloadable computer software for generating, testing, monitoring, validating, securing, and deploying artificial intelligence (AI), machine learning (ML), data science technology, and data model risk management solutions; Downloadable computer software for performing uncertainty estimation and uncertainty quantification of artificial intelligence (AI), machine learning (ML), data science technology, and data model risk management solutions; Downloadable computer software to detect areas of improvement related to the use and implementation of AI and ML; Downloadable computer software to perform uncertainty estimation and uncertainty quantification related to the use and implementation of AI and ML; Downloadable computer software that self-regulates and improves based up on previously detected areas of improvement related to the use and implementation of AI and ML; Downloadable computer software that uses uncertainty estimation and uncertainty quantification to improve the use and implementation of AI and ML; Downloadable computer software using AI and ML for testing and monitoring the quality of AI software and ML implementation systems; Downloadable computer software using uncertainty estimation and uncertainty quantification for testing and monitoring the quality of AI software and ML implementation systems; Downloadable computer software algorithms for use in connection with AI methods, uncertainty estimation, uncertainty quantification, natural language processing, natural language understanding, dialog systems, voice and speech recognition and text to speech systems, natural language human-machine interfaces, and predictive assistance technologies for testing and monitoring the quality of AI software and ML implementation systems.

Software as a service (SAAS) services featuring software, computing techniques, algorithms, uncertainty estimation, and uncertainty quantification for artificial intelligence (AI), machine learning (ML), deep learning (DL), and reinforcement learning (RL) for testing and monitoring the quality of AI and ML implementation systems; Software as a service (SAAS) services featuring software, computing techniques, algorithms, uncertainty estimation, and uncertainty quantification for generating, testing, monitoring, validating, securing, self-regulating, and deploying AI, ML, data science technology, and data model risk management solutions; Software as a service (SAAS) services featuring software, computing techniques, algorithms, uncertainty estimation, and uncertainty quantification that detects irregularities, defects, bias, and inaccurate results related to the use and implementation of AI, ML, and other data processing techniques for detecting irregularities, defects, bias, and inaccurate AI and ML results; Software as a service (SAAS) services featuring software, computing techniques, algorithms, uncertainty estimation, and uncertainty quantification that self-regulate and improve based upon previously detected irregularities, defects, bias, and inaccurate results related to the use and implementation of AI, ML, and other data processing techniques for detecting irregularities, defects, bias, and inaccurate AI and ML results; Software development services for others in connection with testing, monitoring, validating, improving, and deploying AI, ML, data science technology, data processing algorithms, and data model risk management; Software development services for others in connection with performing uncertainty estimation and uncertainty quantification with AI, ML, data science technology, data processing algorithms, and data model risk management; Research and development for others in connection with testing, monitoring, validating, iteratively improving, and deploying AI, ML, data science technology, data processing algorithms, and data model risk management solutions; Research and development for others in connection with performing uncertainty estimation and uncertainty quantification with AI, ML, data science technology, data processing algorithms, and data model risk management solutions.

Computer software; computer programs (downloadable software); data processing equipment and computers; downloadable computer software for the transmission of information; software for the processing, transmission, storage, logging, reception and retrieval of data being in the form of encoded data, text, audio, graphic images or video or a combination of these formats; computer software applications for the analysis of website traffic and targeting based on user behaviour; computer software for obtaining and analysing search data and managing search advertisements for others on a global computer network; computer software that enables users to organise and conduct meetings, events and interactive discussions via the internet and communication networks; computer software for sending and receiving electronic messages, photographs, images, multimedia content, data, text, audio, videos via the Internet and via communication networks; computer software which allows users to create and publish their own content, images, videos and audio via the Internet and communication networks; computer software in the field of marketing and marketing surveys; artificial intelligence software for use in market research and data analytics; computer software for collecting, organising, managing, modifying, transmitting, sharing and storing data and information; electronic data storage apparatus; telecommunications and communications apparatus and instruments; image processing apparatus and instruments; photographic apparatus and instruments; computer hardware; downloadable electronic publications providing online from computer databases, the Internet or other electronic networks; downloadable data, text, audio, graphic images or video provided from computer databases, the internet or other electronic networks; apparatus for downloading data, text, audio, graphic images or video from computer databases, the Internet or other electronic networks; parts and fittings for all the aforesaid goods.

Advertising services; promotional services; marketing services; publicity services; public relations services; media research and consultation services; media buying services; planning, buying and negotiating advertising and media space and time; business and business management services; social media strategy services; business research, strategic planning, advisory and consultation services for others in the field of advertising, marketing, communications, social media, promotions and public relations; brand creation, positioning and strategy services; consultancy services in relation to brand strategies, brand management, customer relationship management, marketing and consumer targeting; production of advertising matter and commercials; creation of advertising campaigns; sales promotion services, namely, promoting the goods and services of various industries through the distribution of promotional materials and by rendering sales promotion advice; customer relationship management services; compilation of advertisements for use as web pages on a global computer network; providing media services in the field of one-to-one advertising and marketing, namely, the planning and purchase of media time and space for direct marketing advertising; digital and online advertising and marketing services; interactive marketing services; advertising and marketing services provided by means of indirect methods of marketing communications, namely, social media, inquiry marketing, internet marketing, mobile marketing, blogging and other forms of passive, shareable, or viral communications channels; promotion of goods and services through sponsorship; organization of promotional campaigns and related consultancy services; event marketing; promotion of prize draws, competitions and customer incentives; organisation of exhibitions and trade fairs for commercial and advertising purposes; market research and market analysis; business data analysis services; opinion polling services; analysis and study of information collected on consumer opinions and behaviour through market research and advertising studies; marketing studies; trend analysis services; statistical analysis and compilation; data processing; segmentation and profiling of market data; compiling of information into databases; management of databases; provision of information, advice and consultancy relating to the aforesaid; provision of the aforesaid services on-line from a computer database or a global computer network.