Providing temporary use of non-downloadable vision language model (VLM) software for real-time threat detection in the fields of security, law enforcement, public safety; providing temporary use of non-downloadable software for analysis of visual, auditory, and text based data; providing temporary use of non-downloadable software for data analysis and modeling of complex data using vision-language models, machine learning, and artificial intelligence; providing temporary use of non-downloadable software in the nature of an artificial intelligence driven application for collecting, processing, analyzing and reporting visual, auditory, and text-based data to provide real-time threat detection information; providing temporary use of non-downloadable software for data management, collaborative data analysis, data integration, search and visualization of data; providing temporary use of non-downloadable software for multilingual artificial intelligence chatbot and query builder for natural language search, data analysis, and reporting