VEDA-FE is the outcome of MARKAL and TIMES modeling assignments executed by its developer over the past 15 years. It is under continuous development, driven by a very strong desire to keep increasing the efficiency and transparency of managing input (and output) of data-intensive models. The vision statement of VEDA applications is to take the drudgery out of modeling.