Providing temporary use of online non-downloadable software featuring artificial intelligence (AI), machine learning, agent-based computational systems, and predictive modeling for integrating, harmonizing, managing, and analyzing structured and unstructured data from public, private, and enterprise domains; providing non-downloadable software for intelligent orchestration, automation, predictive analytics, scenario modeling, decision optimization, and autonomous execution of business and operational processes; providing interactive non-downloadable software platforms that enable users and AI-driven agents to design, simulate, implement, monitor, and continuously optimize strategies and workflows in real time across diverse commercial, operational, financial, and organizational functions, in the nature of finance, revenue management, billing reconciliation, forecasting, customer lifecycle management, sales pipeline analysis, human resources, supply chain management, and general enterprise operations; all of the foregoing delivered via API-based integrations across distributed computing environments and interoperable with enterprise systems consisting of enterprise resource planning (ERP), customer relationship management (CRM), financial management, human resources information systems (HRIS), supply chain systems, and related enterprise software systems.