Providing on-line non-downloadable software for natural language processing, generation, understanding and analysis for finance; providing online non-downloadable software for machine-learning based language and text processing software; providing online non-downloadable software for processing, understanding and analyzing numeric data in conjunction with natural language processing; providing online non-downloadable software for retrieving data from the web, internal and external knowledge sources; providing online non-downloadable chatbot software for simulating conversations; providing online non-downloadable agentic software for performing financial workflow tasks; providing online non-downloadable software for creating and generating text, tables and charts; Research and development and consultation related thereto in the field of artificial intelligence for finance and capital markets; Research, development, design and upgrading of computer software; Research and development of computer software; Research and development in the field of computer programs and software