Providing temporary use of on-line non-downloadable software and applications using artificial intelligence for integrating source code repositories, design tools, and project management tools, monitor changes, flag inconsistencies, and send notifications, connecting to existing software tools, intaking, indexing, and tracking changes to existing tools, building a knowledge representation of data across disparate sources, summarizing changes and creating customizable reports, providing an interactive user interface for users to review the status of projects and people, creating status reports and changelogs, creating notifications, translating technical activity and data into easily-understandable language and format, synthesizing and summarizing streams of information into concise formats, enabling searches across information, enabling chat interfaces on top of information; Software as a service (SAAS) services featuring software using artificial intelligence for integrating source code repositories, design tools, and project management tools, monitor changes, flag inconsistencies, and send notifications, connecting to existing software tools, intaking, indexing, and tracking changes to existing tools, building a knowledge representation of data across disparate sources, summarizing changes and creating customizable reports, providing an interactive user interface for users to review the status of projects and people, creating status reports and changelogs, creating notifications, translating technical activity and data into easily-understandable language and format, synthesizing and summarizing streams of information into concise formats, enabling searches across information, enabling chat interfaces on top of information