Providing on-line non-downloadable software for forecasting and scenario planning in the field of life sciences commercialization; Providing on-line non-downloadable software for demand forecasting in the field of pharmaceuticals, biotechnology, and medical technology; Providing on-line non-downloadable software for consolidating and managing forecasting models, aggregating forecasts, and visualizing forecast outputs in the field of life sciences; Providing on-line non-downloadable software for comparing forecast scenarios and evaluating assumptions and outcomes in the field of life sciences commercialization; Providing on-line non-downloadable software for reporting and communicating forecasts to stakeholders via web-based tools in the field of life sciences commercialization; Providing on-line non-downloadable software using artificial intelligence (AI) for forecasting in the field of life sciences commercialization