Providing online non-downloadable software for the artificial production of human speech and text from the training of a large language model built from public comments sent to governments; providing online non-downloadable software for natural language processing, generation, understanding and analysis; providing online non-downloadable software for machine-learning based language and speech processing software from government data; providing online non-downloadable chatbot software for summarizing activity, issues, and interests within jurisdictional bounds; providing online non-downloadable software for creating and generating text from government records; research and development services in the field of artificial intelligence related to government data; research, design and development of computer programs and software related to government data